package com.ruoyi.web.controller.face.domain;

import com.ruoyi.web.controller.face.face.AipFace;
import org.json.JSONObject;

import java.security.SecureRandom;
import java.util.HashMap;

public class Sample {
    //设置APPID/AK/SK
    public static final String APP_ID = "22713096";
    public static final String API_KEY = "UasXPUyklD60t8SHphQ2wWDx";
    public static final String SECRET_KEY = "jtE4IGAcooo7tS5aC5cRshDTcTc1iRqG";

    public static void main(String[] args) {
        // 初始化一个AipFace
        AipFace client = new AipFace(APP_ID, API_KEY, SECRET_KEY);

        // 可选：设置网络连接参数
        client.setConnectionTimeoutInMillis(2000);
        client.setSocketTimeoutInMillis(60000);

//        JSONObject detect = new Sample().detect(client);
//        System.out.println("人脸检测: " + detect);
        JSONObject search = new Sample().search(client);
        System.out.println("人脸搜索: " + search);
//        JSONObject addInfo = new Sample().add(client);
//        System.out.println("人脸添加: " + addInfo);
//        JSONObject updateInfo = new Sample().update(client);
//        System.out.println("人脸更新: " + updateInfo);
//        JSONObject one = new Sample().selectOne(client);
//        System.out.println("人脸单个: " + one);
//        JSONObject list = new Sample().selectList(client);
//        System.out.println("人脸列表: " + list);
//        JSONObject deleteInfo = new Sample().delete(client);
//        System.out.println("人脸删除: " + deleteInfo);

    }

    // 人脸检测
/*    public JSONObject detect(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();
        options.put("face_field", "age");
        options.put("max_face_num", "2");
        options.put("face_type", "LIVE");
        options.put("liveness_control", "LOW");

        // idea报错Error:(44, 22) java: 常量字符串过长 解决: 找到idea——>Settings——>Build——>Compiler——>java Compiler 将javac改成Eclipse
        // 是不能带有BASE64前缀的
        //  String image = "";
        String image = "iVBORw0KGgoAAAANSUhEUgAAASwAAACWCAYAAABkW7XSAAAgAElEQVR4XtS9W6yt2XUmNP513fdzr1On7i7bZTuOHTuJO0k7JLE76YS0hISaN4SQaCFoqaHVTUNDpwmEAC3UUoOEeOEJ8UY/88gbjzxAQjqx4/K9XOWqOpd9X/e10HcZc8619nbUSEDCtsrnnLXX+tf/z8sY3/jGN8bsXv/6b282600Moothv4teRKxW61iv17HpdbHebGK9WUd/HbHpgq9FrGK9WcUwBtHf9KO36EVvE9F1XfS6eeAtg24TXS9is1nHatMFPtWLLtbdJtaxjvlqyWvjF/2uF72uF+su9H29Tayiiw0/tYnNZhP9Hq6Pf25iuVrGZh2xjn4M8Flce7GO3qaL8XrA9+HT0+E6ul4Xq94GV4mu148On10so7dcR+DfXS8W+D48b4drbKLD923wXbihLvqDcfR6/Vh3GISIzSpisezFeo0v7mKjL4xNt+L3rTfzwBNsenPfP544gg+B//CM63UMlh2/v9cbxKDrAvPQLRf4dfCC0Q/MyAb330UsuxV+wZ9Nz2O22UQPF8efK3wGP3iWZXQ9PPOK99ytetFb96Pb4H7X5TswZxxzjDi+p7cI/EsPikHHcw9i1YtY4X0rzAPmux8YeczbPl7c4JrL6DrevNYKbwv/r/WkAdM6iW7EdbFZj2K9wbzzU9HD4sFi8+f5XoyE1xefbqVnCjybvk1jx5WJMcX3Yx4xPT3+iefGaPY3A9xObNZYNXhvF90A6wQztojVehWbzYprMXq9WPX70cN7NpgNfiKWfE59L58XywQ3tMZ7etFfYE66wHRs+l0sOqxhjFWf98BPYlywiDk2S80H56YXXa+HzcIxW602Mep1Mez1Y8Sn09rG3fMrc8pxpU3EcrWKeQx1p/0Bx4H/89rh12q5RLfGPsb+1JrjWMSIf2Kq8Gz9AZ7fY4y9gT3e6/P+sbe5ZrCvsS+xP7hfYS+wOjqucd4xvxQDv4lhN9McxZJzuVwsuK50zfpAA66xiAE+22ltdG//+m9v8GW8Wa01Gh98afAGuliv1tFx8cqgcLC7jsYCxqbPmdlwYvu9tU0NFnCzQD1JfEjZAV2LC1g3C0OJBbPiEOP36xj0+tHrY4C06HGfWJzYPDAO/X6fF+iWK+yoGG2wKTE2a24yGhQ8EP7Ed2FkaKC1mPG9c0waFg0mA0NEo6XFzInnIGoge/2e70GTivuQfenxrrn4aL01cdhCnMS8BKx4T+/leOMiNDqYEFxbCxFGE4aMGxRjgvfhut7wmlysce1s/AbbAdeA4eAi9YboYwxz0GUNtWhtQHID5cLWY/t9tjOYLyxMbCiMOefCBgvOrsdBlwHB/GDtYN3k7qDB4gbH4sU39eWQYEDo6DSP/HvfH/P7cU2sDZpwfN4GkGsW/8Ew27AtaMy0PvOn26w41wMYDW6BLnobzT2MMt0J5hy2bC0DwvHm7cFMYXqxUWkmaNzXaxhJmCmNE2YUvx/0etGntaZFjcVyGStstg6OVPdEMMDv1n3iqhozbQZvQzoG/GAVDAZwEv6cZxCGRHs1P6EnXnUDXgPDv+I+xhs17vnd+DvGDb+js7YNwD1z3vzTPrdsOJy8gQ0M3jqBh76jfM7zTCBB26JFynUI807jtY7NaimDtYGjsL1Ya14HMHn4jJ0Z188nvv6bGxkgrVHdFIfQF81NoonGNXHTnCQ+by4CWfJYzTlSWMBaf0YfXruJ2HKQuXGMpXL68f29gTYGfrvCpGOD5Gbzn0InWHjrWC01IPBE/V4vlksM5Kp8f69fFwuu03nycal1WnWMuRcljBQH14PFBdp8P74bkwmPAMOai4ILhhO55utaKzD2QgH0/PgsN5rtgtEBR9B/JzLg5u3J+K40ofoujbvGNj22nIv/xfdqEeq9MNIrPwPH15tdM47fwcvbSOV3yI/b8/nqaVTt6+WVNTa0cVx0+rc2JUClPCwMr7yt11vXi5UhAp/Hd2+IrDFqNnna/LxPTQ9WtLZJblvdhg2CRwV7Cdfv/DqcQbl2WU9eI944vGegGqIKG9o0ELgePL73KP5Ow5beA+PBtSC8ms8m/yTjKwOnvURDlmNWkKleV+SSX6Qn1ec7GvAc73QGRCvE+DKOujYxoMareYYcOJrXvvYTDJb8SzUy2qOaDwAIrQu8D+vSEQyiB89Dmq6BwTr2XF2PujaQ7Ga9iuVyEd1S6497hhFZz4AIc6b7JrB6+2t/dZMTVxeCbkyIxjAQGx4TiFAqBxGoywPPh+EALXgzsI4M37h5KzLADDOk8wMQVfi/3OzY8BiUASAtB8NPnROLTW1jiI28Wi0F+RFWCkzFEJ8FViNSkVFbrhZasDsLpO/FW7y/N58QoyYwPZDgdE6+YTS8iWeI4TQHV+MEdJPjy4VjlIjFodiEuKUFBDQu+Zm6CKvX4/h7g/B7/Uh0BmtvMEwXDYQNFo0h/o4QzxtBq04haqKj4mn1nvLcDVTP+cfYyAAZ/RKSbM9VWpOcb3l4haRyDjIEQFiJXhVW6rrtT7s+d19vUYbQeV1zBNp2RHQaOQc0+o7801gb8aZD6CfSbECbkArCZxkShrGeBiE0e+cS/gpxcS4RWWB+jeBbY6T5a6ISOwCNj9EdnSD2DAwMtrUNqZ+JCM3XyWvlZ/n93vgYA85FGhhHK9jFaYRwswLLwpH9xqBhqmm4+H3Y40bXdPp9gg3OCSIfr3EZKSPSfq6bVSwWc1E1MO6mYzCiiOC41myw+PdPGmFl+MOHxAZdC8oB6RBJBOJc7wwaKnEvNFTNBlcYWSIKGTR6UqEOGiXAdv8Ur4pFRojX2SPZK9jAwBgxtqeblYfaIIRcIQ4Hx2Xjhr+bE1utF/aCIklaVEFURuhbjUOB/AmR7RnFhRgZ+L4BtTkcFf3r3TYGaaT5/Oa5Wu+WyJNjzHDKxiEU9mqRKUzOBZhjJiMvpyKDjimrm7saGXAd+Xnfa+O9W0eVjqkgo3RKHHPvag69PZ3DgzRqRH25bc1vJMJKQ00jDp7GVlYIWZ/KseffW77KSAVGdrmU88MmLY7AdAKurbCizmeuV2weIodc04nkGsNGBCNuwoTatrHUohZyI1qRxeV1hb4ynEwnYcSVSDgdHe/P6NgTumVsi5HWztCWqHNNBILf0Hhk1FANQet0ieR2Pl/mK/dfIljyUcnraS0qpMf9JtWQCDztgMZElxBNk3Op8dae5/2bZmppIj2XjPR6OY8N7AIcrue4OJkMn/Esn/76bxnQ1fg0VrB6S/IrsKoGZNFnmNaLJUIUIK3NIAaDAa0pbTcsMVAMb0Skm2BxXUi64YpyWqS1ZMjiMDK9e4POiCq8sVuIysXaeCYgsgzFQOrBICi81KrL70xkoOEWcQpPz4lzKAj7m4sE/IQWhDglDrTjfaIDG9ScuFyI7SbiHdjQyGBgA1Y0AHPNceS92EAnEPIe4vXMZ6WN0MKxd01oDb6ped7cj3XR1s0Dg0B2CGE096ICsPTAHJAMkTd2ZiZfk5/K8DI3L8PbBukQ9fAyQJ31fqsjVEiZoT49stcB5pFzznvAPORceC2Z8MXa1BhXo5DPzXHj9W1aG7RNxGBD6FUijs8GETY2kUq7nvO1dCZ8lua9SQ0UB+3vZiBtg4Mna0NfrEugi0IdNGEx+U6HZpxHh6UtZaHFa4PZ8lscfhuVwrmKs2vvr40ItFYywKvGM51QRjCMYogeNf6JnmF8MF76qaupfp95NdwDwdJSlFLjVHLP8M/Pfv1f3GCjYTFtGRagDKMShVRNhorxuyw8TZJhICcHhs7kKN4j/kWLREajkvHJM+SCXZl2EPmcMRYDrBg6TZiwmRuaW72GX+2gw5AAzidxCUOb14SxWTgsbRcKjQ+NjjgeDlA6k0xMpLHRTnLiAMZFoQU/k54P13N4J8Nfszp6doVv2kje7i2f4iytNpAIehm/5Lcqf1E2TPJdfgFIRDclHgWfZ8jN59Pnc4y0OHeRhTi6G+FYSZiQCPB6rAkZrU84MIUdmWlLj4sBw1xW1JtPaWNixEKDTm9dw91ETBjbdD5bKGS9JhWB39GZYnM2HGgJpz2WRO8er7xORgq4BvjQdDrJLS7B+eXcbvFQ3rAOZ3JPtZsu54pkN8cmw2GvEUcguCf5aD2nHKoSXWXdNoZfkYsTaEyECDgwc+2EFhMFzVrGdTJMTyfSGqwy72lufM+MAvjc5rWc5W8BCN9jO6UEhZy/sqK+zwTwCCvBOy8XTEAVIGAUzufHZz7367/NLUnuxdyMIzOFe0wjLwthKui3jl5/QH6HN5UkHKUBtq68O0HKhmSpnrUscrpD7h1ZZ05TJW1tnZnlGSguznhZe8KQMjMvNIz2viYnGYbYsyiBU6xQrJYyGiLQS34915T3urkWZgEVCmY8j89m2CaaxERliwbJo1VeUByYUZUXVvuF4li8gYtXrMEzw0Fkxsg3CAXkHNYwTxsn+b9cYEKFTUieZDcNZ4a5Co3ST9OsmXMq49iQ2vXeNdetESlzhDFwDK17rGiQoCTHnxdLZCnU3iLy3Pg1fJc8IOc0E0J5n76aUKsRnq6xNcUMMXO86obVHHHM0hA4S533pIjAiagSq+jaLS3AVe2ERfJcCfCUcPDvnfASF9iMbOG3aiJCY2Or5rcK8aQzUiaY80jjVVFimZeWM5OSg++F8RNRbhYGRs9zzmsZqGjvaL6YkeSPuN/yPgJnr4vk+PC5vu+JSaBVLObzWM0dGpo7Kw4kr/yZr/0WUw5KCtRQTfGzDE6+qoyVvrim983+N5wKZRDkYRRUpHUU+ebYPGG549PiweBNNZrVq5l/gKfj/JhALQuPEgIZE6bw02A5Dk+EQBlDpnfBfTlGZ3akkXW0Hig3n77Li9pjcMMTeUMwUZ4exDwJuSqMX6/xHkZduSzLpirYZ3tTaW2m5wS/JU6nhmQKhWgOwec0obcMlhZy8gl5dXyGyQXA9wYRtaiqXRu7qKbcfxt+JGfJxb2betdGKJY2N1vJlMmawPhgqisJ7Eyk39+GUtuoIbObRjutQbT33kWM1dDXPaA5l7OjfMQhDTmWXGPYqE1Shp/J0LdJ81ODSGdnLnfTkU7J6KVdLzdDMqGLzLKSamf0YrlMbuZ0ir4fEfKtFKIaxYwgMpSU6jFhvs0OjE4miuhGLF1ImgZ7yVlQmHQZLD1Xzi7zfZlBxZ5eb2I5X1DfdXznOI6O92I4hExmGddX1zG5msR0OiMltcU55jXe/tXfoKyhTJh5h8EQg2kRnjBYQ/5a/5IsvqGnjIbIeWwKcD60PT9hg5fw4Oa+3CJP2w3RLixtQq17cBdADumpYJyc7Zbg0ZoZyAeT9Ae3lWS67r1mHzNUS0RFI8msSXIACpVKVg5jRWdvQZ1MQzX2GVtGxLLh3HJTCHSIbM9NUoh4Pmflz2iAC//isNTkNLM2qelp+DJtpF0TwdnhLxpBhGNbZ+9IB+iZ201eyFTcG4HptuxDc7ZNBleOC+nskjUXudxAHmr0Gs9PL+tMVb63OMEd454hZq5pGlcLLhv7nZK2svLKM3pISnjfQS9m7sdyBGqTCpHsRJERvng6/Zc0o+iTOo75pel30+EITSS6lKEh0vHYwKlkcgXcJNdJk7SQU+xTaEmtIuRAy8ofw0hwnns2uOafuTYYMkMWZASX0hk/+3i8R6eG71cEo6fANRPB8V4cx0LyORwOycWRguj1YmgyEXYBz8wMv8N2KYMjXpy9iPc/eBrLJX6/5PIEE5thcffO13+LqzF5hvyTm4WLRmpxeWF5mVycLeOvOaqEG4V0Ka5rkVtyQ91AKtuc6Ew1U+VbsyKZ5dj19jIkWoyyxFoU9MxUk0OCISUvN3GGhGtsaE0Ofmr6G2/LEKByMVJhKzPTIgvqzLyJCzlqz0peLdPMfg8RT5NF2UKzDRcoj3Yz65OZwfY6xahSN6MwjynlBr3WoXcISs7CKLkRQwqROfYr+h17gx2HUsLVDGtrbFPemVCe85Thun9bjIn/ndGZWIRGNtMYMVxPBHbqvVJom8jFsgFIUvt9blTMv4TFugdyX5DVmGcFEsgxTIOc2USNpRD5EIjBfAzW2d7eIEajQQz6vRiNhkYUUIUPuPZWi1XM54vY7w35vtbZ8z0Ir7zpIPHBMBIgUKTq57KGrkc1ldYpDBCNRB9aQ6hrN3R+2qfmtlgVsI7BYBjDERTvFqpCfd91MRoMY76ax2w+i4UzyDQarpxA2H4TfSojykiMXHbr4LTvM3rh94GMphWUYWfUQzW89qyMmHhG7l08CyOfdczn0/jO9z+Ii8trkv1p/1MD1r39tV+XCLvxAlymLmnQzW8Yb5K/ApuP+78RztRVzSwT4ljDY5JpXLRGCi0Bjs2doQ0e3Def2XTOq5GPiGp9T0oEiA6MTlpCsd1jQk9CCPzPBkuUYKIma5FyhxfiP0W0SKsvzbAlsS5SWRk6bRhMvC6RYaqMF8X2Tai6uyiKPsfoqEW8zODZO6WzyJKQ9n2ub1E4XgyldTtbRsxGgcp1652YaEi6SCEl9Vp8Fud7S4ZLdIFxV06I0+JYsJkJtsyD+QXU9FR+s0UOyiJVjk4hOry4NhIcZWZoCQh7Xezv78fx8VGMRyMaDhgCZhKLvmsTq/ki5uBFZgut19RLbTbU/lBqww+gLG1Ao4H7UKitxxqPxzEew/D0Y8hNje/HOu1RkY9/szpjsYwOBmxvzDFbLBbRLVRgpnFtAnQmFCzbobDWMpVU0hMtWyPVOHvKPYpYNR3oigah38kQaoML4ZX3WhGfTgR3Mp/NY2Y+tg0bk08rPHbRfwENZTYRSE6gYpVZbZTc9Ac0ULnXObRM8hhQ2GYo4ml5VJTs2YJvIn743sfx8cfPYrVRRYUyoZZcvPNXflPVHakDsnLZu04hDpNngnuMUz1wRFssGXEYkuQePDcMli+MxVqWY5ttQ3gEaX8uWBPM2AiSSmjaKvz3dzdiPqEsQ/BGeazlBi/kLGUTHhVjQXK/NW3ee7uI0FoTcT+pmUqoTVfiMLgtcdJuL4prGx0JDZWVhSF3om6Lb5KVKNZC35lzJHBcFPFY+ZxrGEsnL+SNUla0rTMjL+SQSyG1FgI+C3ivDFynSgFIQoBQvOAG9uxYrJC4yNhL4pBCWRqI1TqGg36cnJzwT4wb3q9wQwszy3b6EPg6A4iFyHAL14fRAlJwfWtq4ewdHI7LWbEOtTgIzZF0Wq7bXC5KpUBKI4Anhf5QLmlhibOGzBJ7xWYot94siZZwXykc1nd7ZTsjnaQ/ExtATw65s2pCQmdxj0LmcohcrS4VoxNqSmlU5yoxNLmrXFcQV2Y00sBU6iLxv8ZAE3RAvjUQ4pkv5jGZir5hMR0iDyA9cE5wrAQn5rDLtVWpgTEhT8U1mSU1+lxmc3G9IlhNUWpWkRh5KbrSnhZlIzHqBx88jx/84EexXPZiASW8EIGG8p1f+w1uz8yC4AF6a1jtZIAqP7FLMiPGFP4SQkuCjYFabqQ0CJggp4GZEQL5ZmkBbWED/9vQy4EK7zAJ57TGFMY1yIHfnyI7w2QlD7Sh8ffkAOhtMgPi3U3ja4PKYs4VijKtpOfsgHvBZpBEg17WGUhdD563i4O1hYo0NA7FWCmwifF4FHsH+zEcIqwYE+ZPJ9f8LDb1eLRPtADjII/IoFz7lCVLCHEqUikCX9exSUKGhIL4izZjA4MAYzKdCl3gekAnuJeBFdhwHoNhP/b2xjRis9m8GEegSUoRvEkonjUaL3xVZjUbIasySplsUXSB1cJyI4bO4jtUMM2A2mHJOvr8PoUd0vwBjfQZdqEwWA7LoWTWX3o+5S8z85vZy9S5VdQjfhJzJWNNZGCHkWs79YNJIMtHgIYwjeAwbDTe45xPJhNqEvMHrpfhPhJS4ILw7JDeJM/L7+8477l/uDGdQeRmNgnepjgN3hyBKalCTOyQkfNMnrHSNd1ADpbSHkYtdrjIxOdeaLK9ycYqk2qBKRA49grQLZET+DSNN5NjjBzttC3dyAqLBBm0GUnNELiIWzs9v4pvfvPdmC9HnONVUyLWfeqXf1W1hLy+FlbLgbT4I41DpsUr8tEwpa6m/QxDmKIrcfkMU5uCshnGEFGx8ruMedG/YFLpqdkBQpaW+hYbuuQh6JgQPiQ6s7K5W7m8iJZRYQZCiUxlS63sMgALWw/3xyX2Rjg8gHe1bIFO0bwNilq1eBUC05iBMIRcIjVTvCdzdljELlHExiRSIT3QxXw+iw0KuIdD3uNiuWD1vbomKJO7dsiZvCKRBWs3uxh6sdJgWTdH/sD8AzgD3JdSE7XgFvc+gpiTL4qjADeDBYXFh4UthICBb8ZST96U2lTuka9TSKy1xTEe1kxZriWL/O2tM3xQZilLlrhWiBoV1qlbgNYAzSAKmZvC6iK4NVJhksWCy0RM5T0NxcB1ZNFuzmmurZZ/dK2IKQaFv3T0QKDDkRwjQ+CaIWU5J+NAdHpoCqkbfRg+k2sy0U2/PzKqq5lwcZDbzjr3HO+D4yG5Q+FKrUsTkhP6kVjYPC4BhufPezDnSHqx7JiSCTftU6F/FVDP2WlEDoL0DAFAquczc1tVBRwf/5dJMWQbJ8tNfPNb78Z8DuMN415lTt07v/xrm/kCLUU04CW9n2UIDXnMMMatLQQ5pWTmwgLX4M+TpCbXrYkZwnL3B/TkMDz4ExafxmXoanh4l9HIDmKNWJGLbGRuAVYcDwOjhQWLKvhllq2AyMNisVErNBQU0S4NAg+RHheEKAsuncotRC/rFwWHu3DLD2ZtNPGIjrj5s+Bzh6DUd7nrhWArN3jxskQmdg5GciBG8RUwDOTIEh5nzZgRJKF2IlkYki2djisLTGq6WYRq/By2sOjaoSOluKnF8oJB0TjtlQ0d+Jx+b1jI3pIVdBGz5jYRiTZtKrBJqrchCYdBgkGVwFRerfKKWvwKedRRQ6l3b85E541gcY0wxmtPYYy4kIq6szTEiINhoHbjLloB0s2wRONQEydJxMPxch2k8SxIMFGW6OhW+Cx+VSG8wmaR/x7sIt/JmD/Hg8+PvTLak+NgNOJOFGlknS3WuNWIIVccXagFl4kDEtGUcLFV+2cSCdfyPWZyC444c965X7h/yeWJ4oBjw75Mg6VsvPjIDJ1xr4y+qCXsl7pbJlXILS5i1fXjuz/4YZxeI/OPtSoHS+P21/+tv7HBAI/2YMk7euAhPTp4DA2wugSoXAc3ub+3J+jM0GPNuBfhoWrzTAxCjwFDhUVdKvjJeigUA5py2hZICWEQIDkmhmSrrXePGz5TrVmwJh5J7Wj0UAivcE/ZdUATn1C3U4p1MKDny3YWuJfUoxRPRPkGhLF14WfokzVuXIRtmQxFcM6oNZID6nEYQlrBzBYyuaBVyiAiXpwO+B9ce8C2MpW7Sy/GzhDOgqnuS2FNEvF4hWGzhZdMaZMgVvYpn1HciY2reROMOxeWC1xbj10MrnkE8jCJXrnQtJGk5VrL8CK8ssOis9msY7GcNXIMt2yxM8hqiFw/3ITuaZUSgST56/N4G1LJrb/DaYlbhZFoMrN0eCnmFEeGTBpDMGwU8lzV8FbZiOgT/KTEBXxWQY3WQ5X7tlxDwYr4Lv69dHuoMgW6U2/gmnHXvNIo0hgMQOjGarMyRVH7iglNCem0lEpWVyT1VObSBqn0ritUibKWuc5kzDs6GRk2J2aSc+JgOLNIXlMICzYABieTU9jTW/fl0K5FbupoksoAZSEXm4jnp+fx7vc/igUz/RahYp/9m3/r3yAbx9jcIRmGjGRoUx6BBmRcjOzgZoif0RvhttgskYnKluFBCmlphauTDlochkLwOOzMQB5FBoO+1dk1jY8Rgi2tdBwgrfUdfetlWJLBTJtgr7y9ngdKedwfSy1KTx4hA/EyEggmgZxkaBLFhXtMSQVRIsJJhLP+rd1bQt1cLCyrKWrnmorPUDRrE4lU0iMVfs6q9byBLRSRIsya4WskX14wEoSm3kcoPsMueXs9cxLIQjapV8PYFrKhcI1OdTX8YIYIlB8wXW0tjr01wluS+Wnsik5vu/SHuikjKc5Jkr+NmDhRSiKSHMcWHRWqoy2mlqsu5S1s7+IkQ3l/w79hHJj5LVUONYnRGnIZp5oZzkw614Hk04WXS0dzow7Rsg0aw9TeyXO6eYBbuTgLmELsdixkODOzXd/vvI1kBubqpPkyPVByvnKeiXZrsowjW7SG+BdlIebV1NwAeiskbhDG1fpe+1VxZSXFYHGzI40cH9x6fziM58+exx9+40eMopbrqoXr/va/9zeTtQy2znNszAlw9i0XAdOR/H0/hoOhoa77VIkhNDsig6aMSsoJVPZBCm2ncFVaKG3U4okcig5piNTLKTVhXBguSSnwvxRO9whnM/zJkCIRAKFnW45gbqZA8Wa3M6mAej/23HN2yBILholWmacxTSNVuBB7JIZOTZVAMWIJwZuEQ16jIj57vq28oUM3O44tLyYGWgmONJ5pjK2tSw4rYTgNKdrOFCGsQih6cIokxaG19yQ8U9umVARiHETYL24wyzTweRgthF80SE4s7I5Has0S7YlXkiNSiFU5OHGa1VFyLIz2yro1OS9YlKUtQg5wlPiMHIYiBnGx5kubRA3QmMLD7IUrp4tnYkda8Ht8XjcjLPOfdbTWNoL+cL+3NOBlDpPPSH6nbPB2lNLXm1dMB1aMj3uPuTMrIyST/czw4TmMODP0LY0AknME0maLKCDm1O3VRFyObXEQTKBoXlW/qQTP0hSDDHdWLwysDKj0SOXk9BoM4P/5h9+Lq+tZzDdAmE7w/N2/92+Xfli5mdO6ptImicf0DPRQVu7yvTuoQgtdsWt6xxzu5BgyNpbDa0WZmdbT6wgrOai2+rwOhICZhPCmRxo1r1Uhp+sECzEs8jA3YIpBhTBkrEFIsrwFfb2SP5FzkbH1c+E92ftqeynpXzlBsvmVxxvjSP4AACAASURBVLrtvfn+tPZ8f+Ep9JetOfC/M2XOzc9Q0G2WiwdOZ3HL97OND02VjLEml8Y5jc/uvbaokfd4S/Fxjj2dgkP9fn9Y093pUV2mkWulDWvE1YjObPV4uraNlZ1cW51Anm8jnkw8UvJyQqGZNxCB7I4cbp1SHF/yko3YuI6DDCadW4on2W4aBqw24su1wTZNuT7d+4zPaYpDfGbyX+bMPPctD1acqcNSIF8Q60pUmW4o96NLZgcTiGfx+dZp5LUhGZCBr62cTLlxlOu+9Lq3NjERtNZ1XZ/KmCuju/WT9YZl3dZ1SUBgJ1QRp5zAt//4vTi9uIz5phdzcFmYw7//O397k7Va6RHVcdDxf2lrqi/JjFpuwtbw7C7wzCxlVTthtTVcOWgVRrv9cbO5FRYoFG0V3lIue6BSa2KDxcUDTqhpKpccUotE+L0kf7O2zteTmVIrZWtoSjhq4jpFbFshgKKo0qcquSXJLITO2rKeJPLxHBrTuhHz+3hHja3JieU8lMoCfT55PvIlWjX6aJP9EUyq4UktP5EhKJu22ZQ2vzaa2zfU3rNCDhmJ1rhuob8d55SPVura0tBmyRTDsIr6ZbibVixZKuMH4RgvJSXgPWTIk4JhSy7SYPBpzHV6+tR+2QSlnI7Gi9q1TGrYiZY5BDXge+gPhqVcZblYky+lhgx6MveIqo61lluxoZ7LcJJGKY7MG2sXSVP/1mRHU9sl56rRFU+mv2WiBWQ+0C20WNtcXWYJ7TAtyl5ZnlFrUCGTSHSkm6P6HpQLO5TAflRjRg7sFulSIYIdLnO8mdQSgv3wR6fx3vs/jvm6H3Nk3rG3/95/+Lf4zcV7JhWTYVfpNV4pvC0v6knPMCuvBRGcFkTqP+ztGiawNXYtCmm9S15X0NVGpIRSFlTuZDrScMrzlX/RkiNYJEntFZqZG/JcGfqozWJd+I3HKOphd1vV5uRTlxBRY1Cb7FXCO4WTzogVxJBeCojUJgIk/k5NYI6nDNY2ahDJW40ODZafo0UPvIZDWY6zNXG115gOqWjnOA3ttiLaG8LGUr9r9VYi2jU4tf0x36eVv+V0dg1bRRW58KvX3n2vRl8/INqJxps+aum55TAVtnHe7JyKnSx1fJWsFwJQkiLXK1GfiWn1Ja/la7jucHRAwz2ZTHk/rHLw+zUmmRHNu5YSnKJZ31vWAOYc6ZndJbQRX+OZGc66a2vyXUjcZFfTDPso8iVVM1TSCuir4Sr5HQYDnLXSXWIu3rFkV9O56llY1pOUibvsZvif2dFEbOSWod3K1uZWvCcCLNq8iLh4MYs/+ea343oBjReigC66f/93/l1ttyTIkwuyyC03W3rBFFa21r9FWwpPrGkqxo9LiQtKVeeC0RnrFpvS1JIlkuOEWB2c30OCnO0uKgqUdXZIVNM6+lonF2VcakmJBrneG21YwtziEarRyw2bsXhVKtcMUj5LhirCu87kwXMUbYwLxJ1J4biUPvPbxG69r59AaOxwYUy/ExWoY4Ysr/iTMjQZ+jhW0oLSpqnPoENBWmeyZRSd1sfmLGsg76UgX+OoxsMW45KI1A5T5URtSFEzm4KvTrAQqWhdFCMic8X/V0hoA+bDTfK+uW4K4nKcmJUKbULBDisNfB7YkThcawAbtYY3igiQ3BlzLCm9QclO4/TZINH8XzW8WZXewumSk1KW0euoTE4jqWkRGdG2Q2GNh/m00i1CTSrl/Lb1XOU1rx0ZQ2fNd7hILalao5vGLcdLe106uQxbE3QoI5xPkokKKRDA/+Vaml0u44/+6Btxeb2JedaR/oPf/TvasyZXVWRpj6Fvl7gsvbJbsdj6lIvLcrv2x6FjLpLdBZ9GSOFb3SAKberPlpff6dvj5ZiJRn9IKmkpq2uXCMybhIi1R1EbaqShS+Oc2TEtwNRlyejk97Io2vWRhQ/Zunv/w8cs5WKQF5NvZ6jQSB4YEmTd1E4P9dsuvfva1jh7D+AQBSKyFn3dUqem+3OIzJNx1L6kbW3NRer5YvYuS1lKqOf0N/5tuUCbrt8KFbm0oElqUaEtVvM91IwVtFRRZF4rQ48tmjA3ohGBd6ey3iboSyuP5j31XjkaZXiL7qjJqknlnidN1bFgkgJSBHJD7qHOLKdXjpNJ0C/hJVVeVPQo8rvpAEptoxNgxaE2rZOzxYuFmjSkTRcVZb3xQYOIrRY09Xs5Llx/joyc5Mpki7hb1w9mV9Gs7+MWro4JISR0jrk+tC6z84szjXaUbA9ehLYK+ROBDtaj+Na7342PP74InDGDxFv3u//F3y8z04YOrTEhGspQyqRgQnZlE62advfK3RBka9OnvKHZQEni3brfM/Nhj9KGi63hy8+2BjA3sAynNiStfNvwrQ1dG3HitkETQduGRHluV6nrcoXA1neWkCMXRo3rE2nxfksm9WbKnEaiNOvzoi/p/ZqgUPhbD7yQF/eBB2kAmkxfGQ9ZKgHRUj7TcocbHcnG0gk5soK2m80uA9LE+2navV5kiKvyuhz7xPCqgYFNu+DdNcixNWLe4l7c7aLwNgxlqjI8lfA5Cy0SL0getwBiV0fObNXrqSSxSi8y8107ZKj2kEPpzcyZLms8t1hzYEWL8na5PW5wh+XQ5Q1GRaJTz0PYaQJZOMiKSjVeWThsBJ3oq8DcGlXQoNv4ZKRRn1sJmeJgszW4T1rMjC+PpCsGi4WatmV2+KxWq+u82orKGRegsuji6UfP44ff+5CF2uSw/uPf/w9YmlOzHjaWbZFyui9nEwRrMBDb0DI9sEjp7exYXazSX9z202qt8PssJHWccIMUzmvo/utPxstZ3pBHKeF9GMxtQ7bdNqZFhWmUW2RRyPzG4JI4V77NOF73o/2rjVrCV3vT24jVwgPmxmy5RT+ewgNLLPzQqcPJMc5FRk2MN1KquHlLlJs4uNk5XCOfVdyJwmF539yw6UlVGSHBnNqFJI+V/c+wUqnF42lGmU2T0S5iV2uk0qlQWuDOp5X3wF1tZ560GbcRea6AlMl49LkJhZ5cVIy58hpOB7ibPGLrI2bjtrnBXB+cKxvPWk7TtBFv0HgN6XSHLd/bOtpdR689IIErM9dtptytwflcjIJq6+zclyXxwnupFSUNsVucZbsflXiozlHVJaZP8vi+kiHW+i6n5DhR0grJW5RNFO8lJC2lHAR5reZgDUYFvV6cPj+L7737XlyjZQ/kML/7n/9H/Di9WdGouEC0CMhcY+WL1HDrpkfd5jgquXxbWJjfmzd32ybShlOVeGkzQxhcY/ytwU4OSiZzi4jmADVtLYgNCwmb/Ile21LXt9awGGLH70mDZETv9wo0SHuWxcJpWHND6/XaDC0RRTGUTS1aazTbseTrBWFUD69kggrOhYD976ZBoPW1hQcSWq6ENRxLkr7c0AWBukdY8dJVPycb7e4dXi/JS5APcXhHp5WJAjESVTJwSxIlD91oa/3azU50x7HfPpGGs6AlVNZ4+Rw5E5UYqee5s+O4T7tAFcj75spCc1F6OS5Mwk7Oi7UTNXTWoSVbWdgU6drh32w0IB7OQ0nRM+aYukCfWlTCfKcO6vUrmtPtmtdNxfqWtWqMUiOu1c7BeImDUmfXbG6pa4o+8d92KAdFMU35V1YJ+JN0sNmj3XxZJj743ZQtKTM7uZ7Gn/7xt+L8YhoLrL9/8PsKCQspadJSWZwGBjdZl5qSKffuB6yQkV6lGBYNYsLM3KQt78D+OjkQJRXbkK7Jdbm3VUN9bR2ikGtKKfeWd6r8iOexLL9iKDMSz7MMc6DzFJtsGVsIa23OYng9XkmQsvrPC6F4GRvSRAgl7PHmZ5FEbq7GEgt01XEkIvbRZ+UUFZf45JLyV8kAu4A1ebryzNlDKUOxlIwk0du0/sh7LW6q0RE1t+pdIPRTzpdktrui2zRcbacOhbWVJ5MBcAbQIZ4HW1PYEPsZjko0nO111KyxJDSamyQ/aY6SBsstbhL5bY2dP5doTILqPJ5eiLGsR+us8JGsHiCwK8X1OTu2ogjkS92ejIDQSt172RmkTTLwO9k7vbYIUpzkfebnq/shu5VWkFEC8VzDzfl/2U6Kz0kxbU3kkMJxU8sWsrAGNMfFdrMYfhuNWhGSwCC7aHivW25USb+I93/4o/je9z6IxWId3e/+l/8wMb4H3al3H6irvvNt6UTqbVTKkn2I8gsKYmAGSBqq/EkOIiFruzi1ACuUqeFNhg9NSOBjxlu+anfDFKK0ad9BDsYLfzcszOzl7nVaOJtej+GP+Rwaq6ZDaPv5rJfM3ydHlO/ZvX8ZBKf7s8lgY5mzZCgrBbAG1PxNJRYMV100Xh2E0ZVLg2hEXGiK8ddGghfNk0wUCuZP22jtz7rvNAy6fs02Yj0MIBxFvd587q4PvDunt93107IBHX4gP9COD+eOa8SIZ4tlr8W6W2F8U4CdpbucTwufNR8O2UvWTfxR1jZmZ4iyQbPhYaNbK0AzqZWkC4oDSf4GYQ66gKYkZbtQOtdkfQYZQyVDavhLBJMdFEohtuNTT1KuNexPltOlE2yOmBuNRpz/NITcg6Wz602w0q5tn7xgYr3yk9m+qThi1wxvI05zkUkTNKqCm7o7hIUv4ht/8m7Mpovofve/+k827DGUnTd9wESxzAYmOYh5bFM1Qin4NEpr0q31ASvD1xqK3FRCd677yzpFK+mzoPqGenbXsjT/znu9jRPI77yNR8ssYPq+LaPWZq6SD2kRT2kTnDBN6JOZNpZuNKHKDjIplQJb6EJ9zxOh7RqLRMR53VxopZOnUmK1BTRX4443u2UMyVs5FKU0oyl9EQBO1GvPXndryZrmoQy4fPb9UlNAkdog8PMAhoLsb/Ce9V51m5bCuBV2ayDT8XG+23YlhXuVnyeXlRmuxpHlPHP+ve9bh5lhLgx9mvJiVBqHnsaf6I3NAZxJdjsYGnPUnWYU0xqXUjJWn7u2ylaIpOuqgkTizKoVlEHLbCVHpPybBq5xAHLcHdsYgR9DkwP0ftvdY8WA3hKiqwXVtiyiAJJ2L95kjQofmRQJl6Y/o3Ay9ZZ63vlkHn/6jXfj7PQsuv/0H//eRk3LXETbcFl8DfVRzcV2N44GrXoMfbkVGiWUquT8bfePia0xu/RU7QbUdypgTEhZsyW3W67W06bnaN/ZGrXiDRpCNBds+7xVgrBzcGtmfHyAq4wi/78snNZ4thmuXIjM5u4cglGnMa8lCeZuLaZU1O553rYDUh9ePoLIWSvA2Qdf3rs1HDhZGR0jJFHplZN8cwwym4vOBggTribTuLi4iKtVL+7cOYn7d+/FmH3E1Z5Yh9jqSLQMuVBHiNf298bucVYCk21Lr7veSg60c1ETOzuF0zZSudnqnCdacUa0WdMt75rJCY2Za1bT2aRUBv3H3GNMYayzf+avtFzV+YQFwU3NZEoDaHgyTPKT5/gmgqoGSeufzQLdXDCzzDmPLc+miCg5S2dmzZemHAfPPByMYzQc0WAtllOftKSB2XXWeC0dejnrkj6wzUoKyaXWiGuyuVbuw5tzw6uXkidRgQ7Z3Vb5O3/63fjh938Y3e/94/9sw5MvUmDXkHKtBcwwIr+Uy6whsHNhJHDdRTdScO+w160nN+fFxWMGVq1jvMmarBa/2oYyN3VO0I3vaK1Uu6D8ukJecycZHDsT5y3jd9bOExzwreC9nleoRJSzcJm93MlitreEjopp2PAMmW1Rf3Irs7m41JJWh6mKl2FnCpc9sNAUHVLtzfF5GKBhN4z9/XHgLAQZaYQ7eN86VosFMy+z2Sx+/OwZG/+jnRFOSEE7nrOLSZxfXMR8uYpHD+/EO596Ow72BnF5cRlXV9NYrLp4+uxFzNajuLy+jikOfdjfj+HeXnz606/HCOUflxdxeX4e8+ksDg6G8eTxS/Hg3nEcDHSqEe6HHQRMmpOHyQw1ObDtE2fwO1QkFPW6w7AdQV7ZdO06LNziTq1bDVcy+1o3YVH5N/PN+tZET24fU6UeyuKS7HYLpCTEs5SJKKtwn86eNvW03GPOlLZF/rdFBcWxloaSEsbW65PJVbeyhmjDX5WBRCGyWhtpXVt3qVb3Bfu045iOW1uy6fBRHG41em3+Pg10m6BgZ5LsYMvaS3O4jjbUb6uLH3z3e/Hut74V3e//k3/EflhJpGUleinVMKHYtizhbbLmR4OdX1iqS3NHJsJuiGm215TvLOSoLLrRUwO72Rsri3Oba6nJmw87MB9Ta+TSMDbZPtRR5Qk9OBJssXBaXYcBEC8DSSKE8oNer9bcyOiiyOZpsYmrq4nvXJ1FYUAwbrgeeQC31EBJhA6wVDdQXEeCQLS2WbHHz3QyjdVKp7sslmj/q+Pblzy4INg9NI1yKZJdoS4N3h1HhQULRJfI4RRxqhqpiZfRGMED9nubeOP1l+Lzn/sk+4x9+KMfxdn5WUyn01gsUXEwjNVgxEU7ncxjNp2q7oyLCV0cenF8706M96Dg1komaugN4vp6EvPphqfEcHNDPMxe/SuGG8fHJ3F8dMDnPz99FpPpdUS3ivEAIUk/ToZ4z1Ec4lCJk+M4OjqK3gD9rVY8RRxjge6wo6G6DKCv+ZA9mLKdi3tYOfvZblQRN85o5sZK95PavHSiDSemjFWVcbSbrhYuVwtWQicbTyjJ9/b2aSAw9+0P90sirhJfaj9kJpcr2EkAIit/FZEc6RujndwzSSWYy+D9ZArYY7DtYYUA6SzYWaI5ns6hY5Xh6L1tvWeG3ukA27A+w2GecclWQup+K5rBesimaL5EQgznvXeLLlH/xt64Pr+IP/yDP4ju9/67/0bP51Etcai9uoyZPHOe+4eiUrx/CkPABvlVd9UBXs7m1CQBzWGDss8VThIh9EQrVRCrqGeqJ/vie8/Pz+NqMokJ21TgOKVxnD674KSrE0EqlVPEqJtml0LyI+bTXB/Vc/8lGA0dXQ6XrQVOA80SATQY1FgRRa59oko2EER/HmZxtBqURcLJQVm5r+xJ6U9NQj7LL8wxEBJ62dMTFhwqBA0eOBu9ufd36yCEJuB5XEjrA2FLZssdA3IWeT8J3OSuuehp6LKPN9PGadywkNAvva8TYNxrnffFPvKD6A2HMRyPY3B0FP3hINac2zVPX1nP1Jsd9Wuj/RHnBO1AhuO9ePDSK7G/v8c+WJMpDsicx3DU0RhNrq6i58MuuLihFhoOYry/Z5FqL/bQhgUp/cU8ptMJ1+HecD8OD3BizjAev/QwXnv1cezvD/k86AFf+L3CCTaWwZggQ3E5Sv1+t/V3hiV0TO68wNdczCzDZk+6g+R1ytT2jyoHVInBHmMZdhr5ppHM+08JTpMDqRILE++8iJ1npSEM2i03yCLt5OJaOqRgi2zR09AuyaFxb/DglGyVrGerNaYaP4WZOOpMZ39iXyrhVDV4JYnl0LEdP1FBFd3meQ64LhI3f/KNb0T39r/8NzZ9dLhcd7GerziQXU+tVRiPoVsx+oAnl4VBt3ZpBkUrmujlsdTsfKDm+uzHhEXc7zHsgAde4ZivDUoNFIJyMzBMq7VFLK7h6bi6cQr8UoFtL6muosr4FUPiJm9YtOksOxfx8iiuQorbNHsN8zvczE8wvIYkGRJXDk/aIQ26ubtm0XHSVBevLCL6MDWEom3HVm3ejVWN6zo1zsCC6FRtetSK2kqK7DRaFgTaITecTxu1Kn73tbJ8poaiNSTSkzIUZTuP2iEVc8xQYDiKAc7iOzyMvfGhuKzrKcPLbunDLSAYZedP6JPwPQg7EMLuxeGdkzh5eD8ev/yA8P/0/Q/j6vJSveTdoYXrC5/q92M8REttnQwMBLhYzmMxXRCJ4mgtDPAg+rF/sB+PnzyJT3zmjXh0/24cj1DMXnVCZZzdcYO98rNZog/wSFokkYOU/VXywxC26fku8GKOsFBxtXHkzbltXnH77qzNLcJV651SbLtVr2dg0NacpqHgdm3PwhTXUQyJ3pcFzc0872S4b+OX2tckoYFDytNyPD6uNUwJBhHWCm2/Jaal0WI7m6aiwgZfzy7zlG2xCQ6ayozhYC++9a13o3v8y//KhjFlMkw7leAkuhmeGLERalarqVhO3Q+0wUW8kZPwpq59ytXdU/ouIRaJ4XTEPDydUI44Gl4vNySMoI0MWi4zm4Vj391iNtPeBMy+v/RMN8yGJRtJ6m4YeuL5WjW1/p6+OWF4doyopLxb4JburNvp+DQAuVSzwDf/vcurJKQWT5DnAZowF+tTPFaSqxqnPB+xKX8p+pok5zTLW+G9oXjyRnaddWeRU5TxIf+VfJxWfwx4YAYOXlAFgzpE1I4QuhAa3/Vj0zuK3nAUvf2DOLhzFA8fPiAqwklCcI7T6yuiqAlCaCMRoFkYq2xtwk1gz50tqNF3CqhdrXkRTG/ipYd34guf/2S88fqTODnG6SviZjiiTVKHd9frxf7+AU8TYjdak9Yp7M31JBFp/SmhYPaiKh7LjphN7G5TvzO427JnnAaHoq3GUHvKTrTll5uERPJ52QlCDk+oPuswVYJUrKqmuXSGrbKEXNfGCcX5az5MhjscF2XRZip1AAwrIBz55HjmOQh4XVIRJSSKwb1lXNsBAi3w3g9+GN29n/n6hq2G0d/cR1HLw+pGmNXgw6m8hAve8T+apTGzZd2MIKKPyspYh5OJjzWHM2xNFXi+xks5PStDaDQgm2giEkYPrZFhdbRJtWHrUkojm18j2PkTpPGaOg0cPaaRkz3BTY8jg5EEYnmUdmE5Xs97K8aqOZy2EqCJ6NyOhiUK6mwpT1+eovQFY1jhLF8iwrIwm3rAZmuVjFs+T/3+ncm4JauTCFqEfc0gEfmW6ghnh7c2RmYllXHcxF70RwgrT9gD/+jkJN7+1GcofZjjTIDZPD768MO4Oj2NJULAyWWsV3Mhy0S+eZI7eL7BkKl5PMt8oV79PA/PJyvBEWEAHz44jM997tPxibeexMEeqIi6tkHg4xmQaFiufAgCO5RmL3at99ags3rAiRcioMyUeexzE2YCifvJJ8mU0b6lioFTvdMQQA6sab/sPm+7s5YcUV0tjlB4Tb2qZ6hJjKox1I7Jn5a/KvyU0aXC5MpD85o0ZIL+4JvobDcRONxmtZrXvZXvTR7O3V35eSfaMsxsT+XGvhz1e3F+dhbd0Wuf1zg1Zl3oJWGjkWXrpEs4lMYon1eoqRgtE34VLcO6KIMiI9H4K8ZOJfiSIWqtLm8yCVbzUERzlVwvE+PPcVhbiFRxpMJNh5hq+6wPJfeTTWgyHFXIbYid7TfaRefwQIu7RWq+rg+GaBdaCcV4CMiYpxmreFT/oTWJ+CSVdnBky/FJxsQ7GpnyHFuJjjb13GaQasighVn7PpUQpRC6bvznB9AizS6bJSMinVG5CS3k8dFJvPn229E7OogXp2dxOVmQM0Ox9nKzF6++/mo8euUlyh8gmTj/8MN4/vTjOPv4w5hfXcRyNo3OjfmwWZDBRMg53tcZjjytBQaLMoIqc0gMwxOauk3sjQfxxmuP40tf+kLsHeBg116Mev0YDEHqjzm/swV6P+UJNwqJtdsbAXSu4JRQwBiVcKtdtHadmUhKw7Ej11AYtO1wuXBdEeQ8nMn2RsbRiFfrOQRaIzWTZ4DRbKZU6ovkrwXZqXnMJ8ikugxdZpmr8cvNpTVfN5vmX7Yge9lmKY7AgyMyXjQj17Lj3B01e7XlcWE+XPnBJ76oFsnUleikEZ5c1+JSJ9JKC9M0Xo29ERLLdhrODBRk5KxgHgyxK29IC83OhW6J3IjtlOlRyJEGsZZQ6KBNWmaivd1aMt+EjRXCRFlxID4dUVbKOjLk5LM7JMyC79yoiTgLUVYXcoYMLdprM6c5pln2lir1wXgU+wcHdBLI3DGriM3HRnTinkomtzkAQ4+UiNfEvO9TxrWu0tuQ1bbwUP3NDw4P+KkXp6db/qS24PNV2UUAwsN+DEYi1Wc8Os0nnPjeaGRhtPYPYvzwURzduRu98YGSKdNF9LtRHB4fx8NXX4l1fxPT+TT2+uBT53Hx8Y/j8unHscJ5jdNrtV1x+FuMPTI7XFcDPa3b9Op9dmgdTkHyKdCrZRwdHMRXf/WX4rVXHsfxWAfJDhGqZrbcgkxtfB//vpPFS8RC9ET0fkshdhGnNmukSVAJxbVBpp3bzpkH6UX5/tYJt2i4ZNZq0uE2PopOuTGPdNyNSDv5u0SFeXuJMFvUrwNUZchSLNwiMmnOdD+tI0mDKJRq0Tpb6iRfvT0mMLCgjIi63vzSL3KeuXjlNlX0mLqQzJ6lo+FC8GM7ra9/+bQZ6zh0NlkiErd18eYrENuRPCeNNtPHUZHYVAin7gjZbdQoxxm37O6gz7tot0lPl8mx9WevrBuq3YqISjbGrqX2v2p5KZfPtI7U39kiutsWokxIL4bjUYyQcePBm9pozKJdT2LhNHjh65o+2kRb6dXtqXDOo4SZ7ka5Q6Jm54LWYKVHrKn7hljObpzUEGW5jiY/VdbliHEf7rp3eCeevPpqrLuOmV6Q41xTSx0FT4+O9TQYxOjgKPbvP45Rfz/OTy/i+nLC3+0dHsXevZN46ZWXYzxGGvssZi+ex/T8eVycPo+gwVrFGhxTc0J38mXqTS9pSJUlaLx4tFyz07mBVhGvv/la/MIvfSUePziOXrf2eYNNf64WDjeOoDgDl1Hp39uOEt+hwygk8WijhZQIyG3Wn+LQmjXM19Ixucxla8MnakvOd6d1SxavS8TqfmcpwuaX68gz9aFfUvCbmczMDGYb5jROuX9vGZ5iUBU6gjLYbrmTTrJdx7t7JUPs4pRcvUBj+Mm/9NUNj84udT01Jm8b2RWDYkV1OXqpMQBpRRNtJQFTQhm2lqgkXesBaOmtK9mu96ttYbe8WgP9ywQ6MyKpkA7VJAIpiDDD3HwtUUiGTHWxIsNZSnW8C1BFzikmyqoIJsPF9nlUga93IdyAzujkzp3YWrYt0wAAIABJREFUAEFmq16fLPLxs1MSzgS6PrUkeaz0+kBd4hDzHldx/8F9Sj/mk2lcXl6Wk7LbBc3DRj3mhWvxM3Azm0hOCvCmoa1jkgp4XL897WXTH8f44CDuPnopXn7l1bi8vIqr6ysiXpRTQMqgh+tiMN6P0fG9GI4OeYTTYrKIxRz/Ld2OJ+Lem6/H3ZOjWM4uIq4vYzWfxPWzj+L66orIS8jJaMSIg/9sdr88vYW3idYh77BzpUGFmRkO43Of/WR8+ctfjOMjJBB8nmLzvpzz2zZoixzajUZRZn8kZ1Qa8smxChfcRFZbhsjfrySSHXXTBTX3Aj+T8ooGcXE/0WCY9MuMZvNeOiGX6GC9YY0xq2e6JL+joYeL+PjGvRauLbPo3ic7xnr3c5yHpmlAa6Ta9aq114/uU1/9FeGPtOpl5rWJC4ox/CvZu/J+tZHI1iN5LBQ/61437USXTtr+PTeNW18w9e6JQnaotcKJIKoX0lFGdcH4UNSdyWtbuwCp6fCG1t9JPZ61jEoq7GRwMiL3AZrt85SWt3lJLpIB0cje/jhefe1J3Dm5E9PlPC6vrmPF2VfW7MXZWTz9+Cl3DmU7dhpAXqPxMPbG47i6uuJC0hgnWdyLO/fvUsg5nU1jcnXJwmItXmdi85DackDD9jNznHeGgXxd422zLg+h4p0Hj+LOvfsxmU/j8uI8LkCML02oskphGDhStz/eI9rqjccUtiJEPH12SuRImwWdDg69BWdkwhqbZDmfxXK2EKruj2Jvfy/uPbwXw/46rq8uoru+5nOuoMXCoQjt2tx9DqUYJFRstD2cd/63XQqWR399+qc/FT/75Z+JE1QG+DisXSPVZuQyM54GLfdLGgJxfHIYdSMqXbM99tI3VRZH3wr5Dw+/aHm5nSLoTZeyge0e+fWebNGaBynRU54hCqIcCIv98B1tmSBHR1j85MG5mETxqBr0tjJBCFxK+zoGmbWuFIvmBmMgnqtsx0aGQmNlu0Caga2AetF99uu/zgZ+yjIlvVfJ1DYcq22GMzTxF+aJz3nUFEOAmn4vA95m0nj/FaXkZiNktOxAc1PLXhKK6359MkfWTeWJJjttllujx4Hxveb8FU/nhexdX0jEbM5XD6esnR4Vo5tkNlo6Pj6Oew8fxNHRMdO76Ot9PbmOTW8Q+3v7JHghjv3ggw9iNpnFarmg/AhICTwKeBq0lyU896GjYbEn6jofPLwfx0fHcXpxERcXZzpM1ourbkgvpiZMuPG8fqHPUEZUALkgbNTxKA4PDwInwOD+p7NFXE9Wce/Bo3j85BWGEJPJZbz3/e/F9eUFwykiGvZLR6ZoGP2je3F85yQGUHxHUGB68fw01qulSmtQDobpEHzgs5K348EI3rAId1HCw7o7c1IwVst5IAOYXTBKiCZKJIVqhh66VpvP2dokVJILRS7X67hz7yS+9LM/Ez/12U+RpB9kmVZTM1eydm2H3ZLkcDbOfbbw7DAEzM5lUqPwrbnp04nq3yUMbMLYNMD6fZ6E7NXqzGGGWyzSzlAxI4Km9Ifgghdqvs9jnrivJdERffHtRvdppPKE6cYWcixReaEKFfe9crdazZOQrwx5mwXPq1QZhxL76q5RENbn/upfY1BQDsz0gPBYdH9A6EPZE5KZ0C3R4g2EwKyXynBbp3GIIFdGIssOVNJC4Rt1M9un4JSFl029msJdDWAey5UnGUOkmtfQw4uglmI9EVj1Nk4vJ1HdGinFde3Yly6V2/C9ZsTYLhikc38Ym64fhwcH8YUvfjGmREMImzbx4sULGtdHjx4QcVxMruLDDz7k60B78BqvPnkSD196Kd7/4IOYTK/I01xdnMcaFfTUn0mv9sbrr8fDlx/Hd777nbg4u5YQz9KSKma1qn4XRW49mQ2CD/0kIW2UXXhHkM0kyw/jwcuvxvjgJJ69OI3ZahMPHz6k0VzOJ/HNP/lnsbg4kxQj40us+t6Inx2f3OGCg4deotRpOoturuoH8itc4E6quIwj+c/MJ7NsyatJpJi0WTRaKXdoDEo1zhUtt5lbovqtkEzPX17qIl7/xJvxq1/7Wrz08gOejTnyJgO5TOOZ1SFElwi7msxwatW0IOvIex9oKfsekhvekT0UwL6DHnN9J8hQhKKNrcqNm6HmbtZaeq9bYCk7sW5nGdU40N0img4XeRRXfl/b6UTheMcMLv5E7ep2L686JC1v1+qy2vuTIXaPs6/89X+NCKssWKYcZf3wPiwqpJG71dxhicpimEHJBvmNYlXNvqRCl2IdBqUS4ikMTQKZJ6vZ4OU9SMmrcE+Wvf6n0FP3C40H293kAqQxrafy6PX0QvUZ271brLzDhcSY+d237HO+pJaufR62ANHhwdFJ3Ll7Nw4OD2N0cBiL+SqmV8tYbxYxGg1jNBrE0+cv4t13vxurxUwhICFwL956660YjsZxenbKMbtEnd/FWRXKxjoODg7i8SuPYzKbx8fPnhEpApUggwbUkml3zmXbbLEN92/hTrQB8CwoqVAtYs4viezBKEYHd+LJW5+Muw9eiuHJYczns3jx7Hnsjcbx6OHD+NN/9n/EB++9F+urCTswkL/z6TT94Sj6Ixh03GISyNpcDBnZ08snEedr7vwJw6TNpjMFIGWQ6FAF3ClGvBVZep3UfvF1HeR6b/mSnOfSy6uH04Y38fbnvxBvv/1WPH75YTxAWRLDFKG7rESghKCosm+RtOwWNmeGuu1x3/w9748k+VYWuDoa3HtGLmm0U6jdmIMtA0b9IHu8O0F2y+K+kZSSpyhCbvG3+mkbKLZhYBnLfo8dIRgxLMDBej5Tp1h2thEXLUWGjm3229+Hz/3qv/7vsPgZBgLZDAwCa5hohHR+GGNHnxJLNOWL8r3u9ZRh2tISfGageI6arqkDFq1ep2ERJ6NSGhm5GvIl0e5Gai6fcdWKj3DC6bDqOpA/nLiSSbPgtWk+2NZGtb3Zba2LgchN37aBsYv3yEUcHh4zzfrg8Utx78F99klfuwdSdMNYLdYo/YuToyOm0b/zgx/GN77xJ0QYfZO/uNjh8VHcvf8gFoS+Ec/e/4B1c6iJYxfWXkd91pNXngTq0z7+6Ck7KABdIJwUCW1R7C3dM3Jskrdo1ygNlTNZXX8Y9x89jNc/9QkKKL/73e/F6YfPWC/YH+zH/dfeiLc/+7kY373DS8yXs7h4cR7z2SL2xr3oVsv46Pvfi7OnT4mkeO9Weis7BeZOdWbJGalg3Grngo4la1FFf4Oe/T6gZ1Twy7mJmmgdrqrZ649+t71Gdvdpi0r0dxPdUGtDtDgex1ufAr/1hbh//24c7YGcd4q06Saa123Pz7zV4WWyw84C77nNQSZ/3F6DdYjWhukouZoka1FJfb32liJ/fDuwKl9xizijtGUmP9q02uEclCioQYyyP3QuSDihfI98pzuN6DY8b76fFmnx8I7S8qreMAHIv/R3fodKd3hGlGBo4JJ/yuKQjmEKBhDwvEB8CBsb4hsPs3DRI1Pi9u7IEpFvwH+sS1wRQaf3RPgogl4eV0ZO9YssszaU5t8TSrOToo5DkrF0oWVm9xI15mb24PK9O+FDLTp1jyI3yq88mRID6B20f3hE0eNwbxg/9/M/F+uBpHEfffw0rmeopUNHBhTojuLJw8cx2t+LP/6Tb8S3v/NerKbT6C3QdVPHW4GA3jvYj8FoRAQCQ7S+vBJRbD7mnc+8E6OjPRqlDz/8mMiGnnW1jPUCfE4mJxCab29MQfMe7/vg8IjZOnRXSNkKDcpmHW+88UbMe/14+uI09h+8FF/6pV+I+48exXA9jz/43/8gfvTdH0V/dBj9/ijmg4N4/PilGB/t8x6RFFjMrsUrIUFwdRaTy4tYzqcqlbHQlZ1QjZTFGW1vw5xHSQLFCzIQabRUoBrU0qh2PLjNEKfzZOlOQZhWr+9kRVuDfptxyYNEeoNxPHntcXz1q78UD+4eSWWP5AGTFLuf1HfdNJyZYc4ynO0zB26GqtuGl+kao2E9o1sQNUBga1SbGyPxr8ouG3if0emEAJHlzmPkOG45uS1nUCPeGv06qwzOzhUbuV7bpoO1ZpAztPXNqZrKF1un1P2r//D3+e5W/l/iUus2yE8kI8Vm/clNiVDEwgRhyUJXoww19FfsO53NVdXPei4dmb2hRgfIC0gB/JgyjURbbIIlTgmbCwuVxdQpnCsGVRNG4jlPbfEGqVochZe4nMIdcWrCX/bkjtGVYdNPhoo9oMwBOhkMGJLgz8Ojk3j05CWinilCX2T5huo+gQr1PSiwwe8tV/HNd78X3/nO92JzPVcoSHElzn/bRDccxMnJneiNBnF9qWxgtzDiiIg3Pv2JuP/wQcwWy3j+4nmcvjijkUJGcA0iH2PGTFxOuLOIbskjlTaEnaPYOziM/YNDZhYvr67i+bNn9NSD0ZjP+9Jbn47FOuL9p2g7g400iJeePIgnLz+K0xcfxvNnpzR+h8eP2LVhMxjGeH8c4/E4YjmJZx9/HLOLs9gsJiyrWc+uxDEtwDXZ6RREXDmkzJbZKWturMvTCc05I+360HOyrCbJ7uS4dgyU45myIfJ4sbIZbrNSmYSo1kz7AxKV8Ti++iu/Ep///E9Fr6+OFwjv81Bg43onI52pdGJBi/pmyJj8TLHoW7WJtbVLGrSi4zJp3SIrrV0R1eWHy8N8mv/O8XbPreYxS1Zzq+23u3p4Y+QGqbxSHgFYWtrc5NHyvraNcnsye50R0+51OLKiBN/4N//Rf71BrE4UzFqgAd+4C1GTSJM2S567Ztw2Ko8A9ENZCdDRUvJ7mCxkmiAmVLZBdUZsy8q2MKtYTGcSBNojzuGdV0qD42cBJDeXtxbbmQpkhJJu7UqDpgVEBAhSHxwXu27q6Ch5aNeFbRl1N8VzRwSGqobdWoCifweDvTi5cxwPX3oYdx4+4PNcL8HlDeLe/QdslIeFfQWktdnE97//XvzoOz+I68vr6OZzGogOSBAGZ7WKvaP9eP2NN+LFxTmLfjFGMHIH+wdxeHgY9199HNPlIq4uJ8q+rNdx/vHTmFxeRkdOQMaq8g6SheBYsz30ler1iPpw/zC07FW1iTi4ezfeevsT8cP33ovlfCkOaXxIw3Y9X8fF+SVJclTIE/GiMR9J5Q1DWrw4HIxisL8XJ3fvRDcEw7SJ+ew6zp99FCs8q2sA1zhQ03RAt8I9K8xPlKdWu/ovHVZLYKfBynrVZFDaE6kVpgghsNlPyWpVaVYrkk2HxG814riNrOb7mpOw8W8Y0eVmGI9eejl+6V/4WnzunVdjPMJdidfKaxcjkCVu0NcVPopXKj3SJKWp/d1La2R3buA1s79a8pPuIMpnzWdoDuWopXVV7lANkzfWzv1mZ9jSZtsf2DWI25aw3UhOovheM5vZ3n/rH+qc5oEd/q3r4wga8qSm3I9/97/97wvCytM7dmPhOgmuN8sSnPScXISoe1vGwjBVyEfoawIvy/TuJmY0amo7QWQ2X1F/k/2GkhdbLqfFyIC0w05DqxkaJR+fTfTFZMDSolMNGK7Ba6NRXzFYaofRNzrkAm6QIheERXM5BW0XScDbg/2TODw6jJdfeRwHd09ihnKUzZDeFQ3bhuNhTKezuJrM48MPP4xnH31MtIGf+4eHcfHiRczPL2KzXsbh4X7cReYQbYkpZZDBZoKj69jI7vjBPaKh2WLFPkPoIfXx+x9QKNpHMz8te5PPeWqzDPLxnbvx6c9+Ji4XMyK8/QN0ShjGHMZ/2cVwNIzDg0P+CYdwcTlVZhVOazgmyQ8+coYeVsjuAQFeX8eYwlfpcmQYuugfHJAqYJjbaV5jLaPMzhosMcJ9GkkzuycUWzqDbYUv2amjFepuLXU7s7Zus1WoK3EgQyBHnIh7+yrVYBWE174hkxQ8xLlBDT1UJwC5HscXv/gF/vf4kQ7aUKVQRX6JFtXcceWieV1LRvL21L5+Xzugbt23Q/26TyuPV3CKubv8fjUE3M4itrwRPldLdHQQSPuTTkDvqcLX5J2L3ymf2x6DG1yzaReDaUU0jXZORP9N7rH7vf/xfyLpXlLM9gJUWDcdC0pHhQ2MQXYYkFdUV0G9RnSU+iEfQb2AohnN+9Y6DFEITGQ8il3BVcHr4jrYPChAxXlkeI3hJ0NJLBHQXOvoFtdEbYTX5ruYgWBI6TYobAGMNiWp5s4eVTNtti3CMhvu6aTkXOwpwoRXhZhzb3xETuqVN1+P1aAf0/k8lmh81+uz+DZLUlbzVTx9+owDPrCOaPb0lGT0uIsY7Su8jD66faLtSh45hfPxlNJ49Y036c3PLs4ZZqMQ+uLsIq4uLmJvNCJxP59OAxqt1cK9w9cL9oXaOziIZ2eX8eZbb8ej11+Jb3zzm2zrcnLvQYz39inkhBqdaJrIE3PgdiNGAuQ0RiO+B2O1mkG4eRU9hPZs2pgSkl70hnieAZGWGtFijSCDuwo0UWR3AzoOteHNEqnWMebCV8hgskWecovi+ElIqKCmHUJpl3TfNVilT9qOodo1ENXA+JxD3iMMF7is/fjCl74QX/nKl+P42PVzFj0yYWX+lIiYmz1lFDJcOQ63c1hpAWrHiF1DI4NczxlIRKOmjbXdUBY3b41h02QgO6Ei+7w7LnmP7Xfn31sKKZ+h5RZ377dFeqX+dotXVhLutp/un/zP/4u10NlEBwMqwVcunoSXppVoZARRldEBf0XNELN08mwM+1CXhHCQCGKl8JAtJ5YxmUxJAnNxu6c0DBtDSlTNe2OwbcgcYYW6FtBru/0HXkP7Eab1XUsosSXpfm7m+Wyqflu8p3X0m9rEzDLRQHlj8MSOLGVh6lrkIdFn18Wdu/eohZrAQOH7ceQYEt2478Umri6v43pyJQO3t8cxubq+jpjNYm88jPGwi9lkEov5LAa9Lj7xyU8Q+WDMz87O4sMfP4vX3ng9Hj5+KZ6fnhZkivG6usB1I06Oj2O8N2A4h3bGCKnxJ0JNtBt+/Y3XYh7ruJxcx8NXXouPnz6Lb737bT4W2MjBeEyHgQZ4rLNL/Y31cRw/Awo6M/RV75CQWUUs5uogsURvLHRdUGEqaiI7aNL20A9+FKvljMJYhJPIIDIc4tiKl2wzsCSEkW7nkWVNuxa52Vs1Q7uGq2z6POmHiCGJ5dtTYxkStkbjJ9mtpES2Dr+ghkxVDYs4jJO7J/FXfgNh4muxWQNZrzQ2aFiJtVLOIeA3lv2l7080qQNA8p6ybZDU8g65TJ3k++p7atYwr5+F0wk4bjP4orWQAdQ6Z2RUOtM6UVCEsXnfNOElS9mOod6qBaSQXwg1ZRh1LLdHO5UEufZSvlQEwkBg/8P/9kcbHRed1C14oByYlsvKLgrINqjIFAYmlehAACTRScKrgBIcF25yenlOBKb+OD5dF6HQYq6wzZlFpPbBgyHUAhrDNTILiXozXg+fu5ooi7hYxnqO7pOqL8OildbDE7dWexYJWxEizsvmoWFKw8bvqfqPLQ6kaEaA8Ppx9/69GB0eMlxSssHFRut1TNgPXSgCam9kklbrBZHXa6++zFT/hz/+UVyfQR3exU999jNsK4N2w8+fXcbp6Xm8+sqTOL5zJ07PzuJqip7yS4abOEMOYwfEMyBZf8SxHYz6cfH8LJ59+JTPiXbE+wd7DL3hpaZEoJt4/uxFXD0/FT2E0ISlfT5g1WPHtdVkWbmwuKZqTRqeVlkfsEU6YNPvsJ4K2jQZeUWrQn+SXtRmduW0labsJBdyDx1wG88vUWStH2w5m7oBbxq2vB4d6Y7HLvWlzZ65jatpN/j2Znc4R6vXiw2aGHZIRNyNn/u5L8TP//zPxv6BmggM3YGERtq6srawHsYi6RjcThvt3EbPbKE980USPdvLuNwtK94y/L4pjJYhL0jJcpGUmpS+Yj69HO/lfTeotyKq1F2ngNsdUEWOFwO8PcZKgilsb410cyaiEXlq3rp/+o0f8Jgvaib2xtwQkwkOW/DxTAjB8rBO3zCsL48f90EJy/WGhxckfXpxfkHDvphJarCYXBEBwOvSCGGju+cTEBcId2QRkS3EEM6W85jAk6/XDA+zP1TyWzBUyJShd3zyI8yeIdyEoDDFZ6mwxebl7xCeWIHvDBvQHMKWMpDUhSlkLZMJpNXrxRjtVIbwqH2GRAhfwfngdzysAtorhzRqQIZ+T8t48xNvxvHJYXz/u9+P6WQS++P9ONjbZ60gFsDF9TTOzy+oHgfZfnZ+zrWHukOsjU999rOsS5zMZ+6KKaU4eCZwYU/f/yBePH1aQi8eWwfjj7Iao1hcZ4FTcWazGMDAswmhkKkWojOMBKftAQ/a0S0vU95fYLzhOw1cVfKUEhK3dZbhSP1NNkKqjiJtRzaZK4eb0I6qH/qWNk7b4EZafNtv1w2ZKKBsMpPuu+/P991mrGrYtt3VAfSJRK19SkB++os/E1//zV8hpzXowXA5+2kDTQdp44UnUAIFa0nqcPXh10ZPuiU7ouB1hupw0F6ndApyLS7O5yer826U7Rl+53Pv6g3Lc6dgdKfLCm2Dzz+ggfUpQTlu7CqcbcLd4DFRXK1BVEJuN9TkQTC818YBtWLV//X0wsLRDUsQGB54cDmQFobiZqRM1mBlRgYbHkiLLWqpcu/HbD6Pa4YDvbi+nPIzi/kkFiw7WcT0+pq8FbN/JObRmhaaooUrxiWTUE2dCH2eNrNe0YDBoMDQIVTEe8iFLUSyr2aIv6X1WsMAcpH79A6iKCFAIgR4bXc9lN5HG0IIAuGOD640xzdCUTPLTHQfbMOxsTrcRk+pePUFA8o4eXAvju/eiYurK57hhzHGYQ2MWGm81TcfaAyDevrinOMLRAUx59HRSXzyp78QU/TI6nVxcXnJsBPIazDsxXg8iItnT8ltIaHAJc7nUCktisizqmAzX8ZyNo8BzqBjmZNIc++PLS8otFrFvGqlYA+uL3EX120VTUvytoaAY9kws8Vw/Rmizt3x5xYsWcbbOY4tRNJ07bhBMN8eJd5mu6rjMt9UDZlQVvmRiAwtIKI/GMWjN9+Kr/7lX4gnL92NAflK6fw4tg4R9WmMM91C+S7sweSUdqUYMOTM+jatqGuSoQhz3PI7O5a2Itvkabcft/JOzDIU54JbS+OZU781t2YQdo1PvkdatcqlbdeAZlLk5oSkLIo435nD7r3F3EuxthppbyZjUA7nLdBO3mFNpTbS/Bc42gjHWK0jZqtezMCzLHpsIXJ9PSfPgqzTAr2fVksS17M5CPYly39gdBC6AUGRZ8k/16uYLHAsFQ6+UDfO8neGlHMdNWXSmN06pwodqdGy6l5n8sFYKYSlgcLhCTCYVlPTizqRkM+NCdvry6ioDYdFq2wdrZCS6xVV7+Au+v04OjyJ4cFenF9dOIY3BG54GTqAXp/ZuvOz81jOcNBoFw8fPIyD4zuxt38Qozt3OY7T1Tqmk1lMeAyXyp+IWucTGuVADSeNqPRtdALOyFHDRuJ7HYPNUkez9fHdWPz9GLAerSIgoEYYOmQ94VxkvLIX/26W6ObCT2/b/obe1QdspIxm96y93bCsErsSaKqIWLWJbSvfMk+31Mndxtvs3l/9nrqxdq1Xu+n0fZkJ87iZq+n1h6RNRkd34it/6efinXfejP3RQGVLPB7NCDbbqqiFSJVoZUKjGHjo9ipNAz6R5wm6fjCdS46P6nj1U+sGb/aWL2ceZO2jP9P262pRXpvp20KfDhFLI4CdgcN7EZFlsq3wjUXm0WRg027ToTeRj5F0dz6b/N/0NT/RCclXmHtYdl1Mo6MO6MWmF7PFOs6m65he6wivs7NLhYZoK7KY8s/eGq1u1R9pdn1JuAvDwEwiEJa1R1PKFfQ76JQkkwABPTdPhozdAueKyZMhIYD3kxgXZ6bCWSvsHTYp45hNAyGl8AlKNtTY3Az/wL0hEeCDXktjPavoQd9AkDk+OOSgw8DgHEFMPuvObLCIZnHW3nAYS/Bf11OGrvBIn/ncZ+Lxa6/G5fVVXC2HPOR0MtWhpzw3EEaHjgdGyucVIpx1ucuGRhhpdE86+8BLxAminSUuqPVCt012RUjkbEmt0RoWF57h8mrK8WVv9uSDCu95c03sGgkawzRYTuf/pDqRrc+6ewfXMQuyMxTzGQNNmcuWcXQI9M9jrFpnvOuYt5BEkRPkeZzuedb0G+P7jchX3TB+6qc/H7/4y78YJ0cjcngAAMwcNtnMIl9weFUJeJ1JuGvE8Xlo/xgvIKlhBIR+bW0VBw2sD/NoBaulB5r7q2VX1XY+Cg/ctvHZycCWsSkGazvrmQaeBgvZ8KZOVdJPn2PgpqE59jXsbpwoKYFVdJfT/2cN1u7ShTWcxjpmm028WK7jbBVxvVjF2RRZRKTkgYTERy0mQEnOHiLkgjFa4iw7hX40ZtiwQF0My2Y0TDBYShwoY4niXBqz+YwGaoHTUJj6X8eKmi9s8lrtb7ovNssFjZHQhIWsFp3i2sPekG1Xjo+O4vzFKctkcI/KNrp9rRXFEGH298aBihSgInBtgAiYvHK8mbND1OjAuC4WLIIejkZx5+F9CjMRZl/PO4fPKlWZocf5YmHdE8LJjsXVyMYp3FhqPFkYDU5PfCTLr8C9+WBXpdjVcXJvbxBjooAuBuzDpPMAU+YBKQuSJpdX4NFm9HctcVw5QIc1bZsfa2yUPFYGufjUWzZB20pllyi+sb4abuY2V/rPY7BadHXbNXaJ7zQw+ly7SasEgR0wukEcHZ/EV37xL8eXfuZzMRzitUQ6VeXN67c8TY4J0WjlshTi+1xDH8ZKZ+lQNe+TqIi3VtuWlzreluROtOvyN0Gy5jNFjlHD7yz0ZtZX1rTwlhgXar3SuYi4KrRDpQEK/mvyBMlFVtKen9bDqR4Z1/5/22C1CwCB2VVIPPr9BTKCmzifgHMC0Y+NoDMNr9DobjEj6lrPJuS9EK4hdJwjnCRvpTCQBs+vaB2/AAAgAElEQVQkPrJxLccF40Mjt1jEFGfZ8bACcVosaUFCgKrzpQR9QBN+P2sTTf6l54HRefToUTy4fz+efvTj+M67344e6vkYX4vfYxeH4ZAJDCylGVERCj+VCWKdoFNgWahNYwZFD7gr96GiQXBTN9Rn8kBa12PieXto0QKdV7+Le/fuxP7BOGItJAqjlki1aN14BBbIUnRGqLwBDDsWPXRde+NRHB2gceAeObTRwH2XeG5fn99/cXXNjhHPLy7i+momuUOL6M19CBFl3ybzIW2f/h3L8JNCwT8Lz++GFn/We28zXLmBdn+3pdC+7UCRnQaPP+l7O3TAGIzic1/4cnz1l38+7tw9jn63KsdgQQjdZi/pzEqnlFbkWTmnNG6sfHANRpqFrM3FNUTq2xDmqT8MgZxBt6nNZ5cQ2F1K24JqJwTyJOkammYTvpY4V9eKYt4YstYqGmX6alKmPUeTZ1FyHanPHe6FdFSjy6N28v9Lg5UTi0103q3jarViuHix7OJ6vozrKbJ/q5hcr2IDXRFCuAmKa6eBEAebC0YJJP18AW5FoSCuh5IRCiDNcQGFSfO1UtZxMnfpkIwUS0MSyi4tugMXN9N1gE7U07xmC3HCyv379xnCXZ6fx0cffRjXL56p44TPzmPG1eVNUJ6h84H6CSVvKLV+28Ymi3TBS/T3cRy842qfOIzrcBHy+HbLBJpz9saDXjx5+XEMhvg+ZV3lnVS20xLouAbGMGF6SaGj9KkHpT0q7IG2hnGIvvMDhawQhiKkhlgVf+JgidPTq3j67AU5S3JK5phSVa5sH4S1Lp1hZULlJbg5HfIolKnV/7eFlLuhWz5j8de3ikb120RDed10RrtGa/d9+o6ayZRR0ca8cY/lsF7/rhvygI6f+covxZe//FmeTj0e9bwRtSCkr1JCIpFSawCLUd7hPW8bizLnO73feX3rb/N5s2lhNXaVGVIDQFWqJG/Fa/jGbAcVLTQn5uyGcvgd0zrmzPNZKGVgeF9zFvXQ1Ow6nF9WjxokT/znYbByQiBuvN6s4vkm4hIcVLcX89kyppN1zCbzuLy4YpsWduFcTWPJQxqaMHGucJGbBSQ8le0LkfnTKcNFoLHJfBnzFfRQOjEYiwSnRzMUM9KiaA3H3TMzqcxlEvQUpsYmRp0N1mAclxcXcXZ6GpMXHwuxsezErXm0RVQY7nrJdlORy2p7JBmmk0/a35Oxsd4p67poNIYoo1nFZHIdHWJNG9xeTxmow3Gfh5Lu70GgKpU6SmNy09EoNGfqIexTlYNalgBlUni7XPC8v7t3DimdaDcs7gcIODYgUdfk1C4nG7Z7fn5+Ls8O4+oHpmFEUmE4ZFlPaeRmg6ryeB11q6aR2sQCtztkbLOTi4jSIeauzup21LMtRWiNVjs/rVFSGn5b41UMljIIt/7wGjGMl5+8Er/y678Rr7z2iBISlC7pd+6O2mQZW2PKe8uWO+xgUqtLdo2VhM+6DSGwWtJUjNhPYKpbgj0Nis4jyPIrlcTtIuA0Tq2Qtt5/msF6GnUiR/ymFbpm6No+Ux5AszW05lT/XA1WzvSCC3wdH3URk/kqLhcRl7OI6Wwd1xMQ8su4voaSW6T0aoHQECVAc2YRYXTAcck4zMhDAUVdGw1MXVcoBW9m0ETaEwpDpwXoivIhd5XYIGPpThIJl8e9UaAFMgzHcj6P58+fx/L8BY3keq5uC2qpIs1QnjGYNAvJUetS0GkA8DevjRUHYSlLedytMQl6ZJ3Q4x1ZPVgCGGOJMSPmUyiq4bHg9ZcxGvRj1O/ieH8cd09O4mAfZK9U0lkHRlUzyH4gwdL5U6ECCV0c/45wprdSNwaTt2gRAwcAfRe6UWSHguWyFy/Ozjl3SLKgdnG2gTg1y7vUd+vO/pitoPHcrJ0018HKBjofSFiQ46onfldx+E2iWv3ahYDKhuJxW43eqxVG3nJ+3i6v0qImGkUfyrqtUm8yhLsJLqM8NqqMMVsQ/fKv/koc39vnel0sZ0TXQp1pnLetie6h0ac1Qs1thNjYSmf6iiGRBShvKCdCpVHbMv6Vh1M9ZJUhcFxvqTbYDWVT9Z6XreF61rgqM5rOs30fjRkzpza8bvmtrGfXVAnEny/Cal0THmWBiv/NJk5Xy3ixjpis1nExC6ItRDlL8EGTWWwWUwowIX9AsztwWbMFhKmSRIDXgrFBsS6zh3hPho4IFdlZwo0FrbtSb3RlBan9IlEvrRclFmtk5YYx3ttjPd7k4jJOnz+PUbeKYT9iMTmL02dPyYHxbEcnAtL7sUGPRb+pZSmLz7uSKMe8EWoNcdIOsyvrNUM0kOKJUPBcIOeHQ7SLuWbLZUwwCpChzXpwfKiupmuhJaI3yBfctjbJU5LrKD3KMABZJyKA7EWl7Bzfb8eJkFAZPxyXpePrWdg+X3FcZ/NFPD29jCsgYh/Jhs0/GnRxfHQQ++Nhmfo8zg/XQwcPoOAJsr1wJg5jZJyzz5JDMvcLK6FN9oQyOlWDuFYmJYL89lBzG73kxipIq2zyaliSy9lFO3JK0OZFPHzyevzGb/5GvPrma3F4MIzZdFLEogmJ0sAUVFlHprVGJrcriiLflNlGHqFQ2zGLb5cREjtaT46SzdDz6vO6Jmfc5Lban0MYrgkoRt0EON6fhdLbBmr7AJeKwtSQT8YqjdaWPS2ho95T/q+I0bPB518IhLVruGDlzzaLmKxW8dGmH3OEdOt+XF7g+PIlC4cnFxexnM5ouKh6X6pV8HKBLOJUPBWMDWUSQCQSaQJ9gd+Cf8fx6OiySqKaVSoq5KaGy+Hcep7lP9AuDeLg4DAOjo7i+bOnHNn+BohqGcvpVVy8eBoXZ6exmuGewCWpcWEuHi4kr3m+xi6G5prcZZGtgFloPWSZDcM1qNJ7XRwd7sdoKC0P2+WsNnHn3gPybKcvXsTFxSV1i6O9QRyOUSDdiz1m/gb8HHrOH+yPY9lCfOpdxHkxHUAeSaEyxkxnRepHuifd73oJfsw9z6C9my/i8nrGzC3Gfr5Ysw/a5XwWV9cI29nAnplKoEj8B66sdA91KIiQHaVZc3TxWKvBIDkzZ5sQJtKQ2IAypHWIrY4I2aJbEohdjy4DA9FZJX+1IW+GUdUYtTVz2pRCd7p+q1USLTOKJ09ejV/7a78eb735RnT9NZ+ViBLJHNYs3RK2uTtDq3fa2hvmyLA/JB7tEw1Lr+S1dCPElKEm5ZG8ZiPilB3x82cWt+H8qkFqWplvGUeJpKWwd91Bio5bdJslR+gR32Z2G/nMVrmS90oqYEpC4c+Tw2onY/fvzLutVnHaW8dksybiup7hZJMuLs4WVH6jPS9KTYCEQCSDw0KnyxX+Axc1najMyN0CwM/M8N7FgqgLxotqczcBzNKfRBBAaQi/IMgULNahG3idYRtU60hTQ/own7DbJs4XfPb++ySn2W3TPo4do8pE6VQhwt2t/kY4vF16qIO9YeyTjxrH8d6QiGc87MfewV4cHR3yMFYKPsENjZDVQ+gG/u86Tl885xl+PMl5PDaC0hFbCPF6Q3tTd3IV76HNp0SNeEMWAiB0Qw0jUBj6Zvl0ZIUKLutZ6ZxCIKTMyuJPVD8gmTJdbuL9Dz+i+BVZVKA9oL4xMpFWQfOgDRO9QMC4MgzX9QScJaocjJgaNbiMhcKXRIxsU9RsiDw+q5SfNGR5mw0UEm4bBDdoyiT7rnPZNVgUIWy6ODy8F7/wi385vvBz77DlEEJ5tqLmADfZv9LdtyK85HpadCLk04oodSmcJTDqj3h6Eg9eccvoamRsXF3BUkp8TJbXI+9sjAr6MQr6MzboVhPBBoGqfCjLrmrf98KXopU4u7BYBtQ05+MzWy6TiQItRzdUwPD9RTVYOVbgM+CTrrp1PF1t4nq1jrNZT+HDzAdxzhYxm1yrkBqyByCcxSw6lAFNJ5RHoHSHyniS8yLWUf8H45W97JkZgSTAmaxEZMxWAp3NlKVk4hAyBZw9OPRBAVTNT3ns1fWLUxLy8wm6bqpGDAs1S10E/1HLt/2DTQdxKsI/HDF1AmMF3ddeXyHhcBiHRwdxcuckupG6BPT7qG8cM4uXMJ3GZj5jYmCBMASteWBcgWyGAx6NksQnFwa7MYhDIMq0+DRLntCZIZsm8h6dBc1NxTp317RhUyMsp+AXSnmM96oLdN14fnqhLhyWPuB7Tw72OQhAUqoZVesaLHo4lavrGZHabCleEHOl0M4tWhzmMbxB5qm0B9LYis732X4e7tJ9pByXpWqF8gnuNxuWDa7blJYkQi4tgRqkFh0lIW998p342te/HnvHRkEWkuZ41VnfrvWrSG8b0bUGyA9Fz4LW16PBSLo4ls3p5pDtFfW0e9LhznprqgJaI3972OzRSSFpEfBu5x0ox7kFPfK+UC2CbrVw+u7/xujPZWS731sTRjXx8RfeYGnRSZN0GeuADPL9BRZuF9MVauvmcXF+HX0U7KJjxBxi0klc88RgaLZEwEuusBIfRfIdoZ821gzhJKQR4Llo/d01FX28GGYawU19WpDLaeANkAA4PjiIx/dAcA/RnjM+fP8DGiyEjU8/+kjyiNWCEgE0o5lciVvLBUwOCV6YrajX5J6O9/fi4dFhPLp/P44PR8r+4YDPfaCpIVvSEPEM4MEhCNU5cPgObHa29UFWFAYbkhBkUH0AKch9tszJUpFGAEnSm+VRINfbo+HRKQOBtAx1npCcHhHLVmpmZZfUXUH5PxgrlGChMBhGbL5esVgeyAmnuOS2gjFi+Efx6zqmc4y7TiO+nC/JbdF2lhbAyGtqcyfH1pLo4qCcos/Gko3RwnjR0CVCyCqHrbCqJfsVXuGnlQUwWRE9nux95+RuvPPTn4+3P/mp6MYKXftDHAXnz9AQYvMmYqyUQWvQeMYj0eI2YkxeDWUw4iXH1CbSGZLrMwdpVMjx8Enjrbni/WdmkZtsm/hv7yXbMOVYZuiGdZDjLUOVEqDtBEk+A5wiWi6hAy7ref1s2SmlNVjk2LYaBQpl/f/CYBUPY495Hqu4WizjrOvF1aKL+QodD3BC8JWOv4JHBim/lNAU/63Qm4skOvRV0gOBsIdqvCXIabjIiSmDyLIfF1/TAKDouAf+ZSgD0W1i1OviwfEBSWVsvzXCTRwcenHB771/924sp9fx7Xe/E5fnOAD1ktKA5Rp6KGTk+jEeDtQvazSgkv7h3Ttx9/g4jkBSw1CNRkRZKHrVIRVWzCOkYqkGRKnVC4JD46IwL8fQzkXgak8MVCWvp0Zv6BKQglLUS+p0ZSIlVgwo5F67KSI3h5sx9pFVHGA8alaqkLtaZm4VhENKljGxvIRJDocQHHMgW5/zB8OFkiYYOziSs6tFTFDlAOlJhqKJkBoyvUUKeRQba1J3QyoeL+Y+/c5EqVuu967HopTRGHWZh250WDKKJyf347XXXo2Hjx7E0d17MYZjQTPF/X122KbIGePFWtBJHB4fx917d+Lo+JiiY2aJffah0Ig89RbyScMC68CscBcPHjwSkkYpWvawc7WF3p4F7nVukmhvr50PvhVO24jtGhLOaOEHycw16LQerKEMbkpWhGBR5I95yQaepfLBCQCyE+VqO+gNIeNf9JBwG8QmaIdkas3GgB8h7NhEPFt3MZtBo4QDO4Verk7PXIs4Z7E1jFWw0NrtmVGGA1IXCnrII1xrlzwMPP5iveSGwWJWQwd3QnCW5QDnEkIhPuzHwbgfRwhxqMtCqIj3qyB5M0WvLGvDyJ2hfEY6MhihfQg19/fj5PiQqf8eSmTQyZPtbBDqmBQ35Cz9gRIhGCXIaMA7p6GVkl31lFnEjMVtLRDqClMMmQvlhrdVuEajMpuQH0T/9iWkJYt5jEyEk5fLMgocOJqN6NxV4Gq2ZMIDPCIU9wwfedJQHrfukM5qaYz/fN2xCuLjF9dxDecDRLbFUd3M/tE7s0uskFeRr2RxN42D+oqhpAlDJkmMavH+L+7eNNa2NbsOmnvtvjv9uX37+t5V79Url8uuFDJuYjsu40BoApaAH4mCIAYScCkQOUAihJDgT4AfiRD8QSg/QIgfIBFHcRU4rnJVvXpVr2/ve7c/9/Rn991CY4w511r73PvKVmQ5tm/5+r577jl7r73W981vzjHHGBMZX0wuRveUwD4HlgjQDyMXHFjwvcdhcuWJp+0rf+anrL1S4/fyMXnwjTmNcq5V6Y7gBQrIm2+9RazuxRdftGajpSnaeCZZtlLAPotJkJN0aZ3t9zznYmlkHDE6x06VHcXUqUJRGkHulL87s0bP3CMTKgapODROl5LK9HOzPgXN6AwqqwxqT3w955gxVHs95eWtR2/xEf8EYFiPClhZxpWmBOSBRd0rlwnw9hdl6w/RDZzboC/dHcmgowEzhcSnuoA5D2AcvCsNrBBrPoJZTKsFjgKBNfEvdhOXPXyaSWItlGul1FZbTatWMGXHrMJBDWA1i5YADAiZHsq98NSitfR8TtkLukjs5rFMETUBZFBmVGVsOgmzWY4Esc+nEHExOhaAEpgCaLL11T3N8AzXRSIzUpvYF7Af2Nl9ZZMiT++L9zu4ZVAfTCc9lt9wU2XYCFcHmAc7NhaZAK4PlBWtvxxrAkhNfBB6UicBY4AJeFk4lOYpnFhPrDdCowTdYqPTK7zpAeJnpUsY/qXqGqIr2qSVNPCzkWd4Mp3MAho7ltBN6noisGn4E55fxdo1DOJIaMRIM0nqVYG5YcgKnnXLnnrqWVvZXLW1jVW7/vhVa7UaeTvYy0fihAxUbiceDH9eT8lu371tNz751J56+lnb3j5rpRKsA/Qyofkkt8vxntP74mF8LCdtxj2nzMXLrNPrmNnZqQG88snzOZFenuq1AtNbtmWOkvF0kIrSvPj1YvD7LPwsBpXEzzGX+5OYYZ1+WFhEw7LZyWRme1ay3jyx3giBpmQjgLa9ic3G6BbOLR32hYtMlClgU5NrRf4UJvmI14VsKwSXyAoQFPl3WNn4ZCBgDAgw7UbN2hWzRhlcozIdJlHiodMXTpJ0enDcIAbRdppNMsBJ1mMqHFOYAWyb6n1a1ohHBe9wBDs6tyJ7g88YaAAIulhQHliBq6FTSk4ay18NsuTgD5oZQgCOLNCHDRROQHnje8vd8UOetgV6Q3StpuMeMy3oPeVnJidSBFa4sxKTI3gjUSwCEDk+aBBwDmaSyTMmIzQ1cM2673GIAKBHIBlMjCUixNfHg6EdnfRsMBH1Qo0DnzjNqUGgc1SZteIwgLMFFjusqvsjtHBwEJjVa3VNqSbGs6DVNG54o9mxtZWubQE/REd1seAYtr3jI+sPR3YM2guCWqVmnZUN+9KXf8quPX2NB0wpccPLU5QHBCxkVxqLt9zxC4wIDaLvv/aW1Wste/nVzzPTwDSe+BVdPQaGJUdWP8iWYahHnvVBhI2AFZzAR31zqCAEkjt1wr9RTY84vHMCbBE3zALl6Rf3crf4ZQTt+JVZI0dyEJKnPy0BKz4o/Ep76cwO0pLhzD+aADsxOzwcMXANBgOC8mC2T4eyt8FUGIPPlmdY2DA8aX3ijuQ5yLwgQ1E5yRIR+BA6NaWyQcvXSlLr1KrMtqo1OR/AAykGVEI+A9yL/CqwvQtSC2FicpAkt6tcESbEeYjIuKrszGEh0wWiXKVnOxZMNqINvuLDgR0fHloP03nGA8lskBmwyymR+GA4ZGCTDa4yv2BYIrDldsbSQEqNr6yO1IZCNxKmjMAN02lfpzM7SAj6YvvHdG18LASGSr2Wy3Cc9R+6S56iCwwxkTssgh43iXOrKI4HNjmd295R3+7t7hq8GrFH0YSA0SHFRbx/IqmiNGOHF3ItBHYGejFOcU+V7mksGu/leMogevbMWTuzscJSv12t6KDCtZjZ3bt37d37uzZBdltrahzb+rpZdWFf+OKrdu7KZZJGI2sIvhY2Mr5398Gh3bx5y65fv25YE0FF4Lg2DAceT+073/muDRc1e+WVz1u7XX5ogk3eI8nLpoen3OQ401K8YCr+2ZFNmRpKSXnL47rRYVeAW24ALAcc/Huuu40M6keNG8sD1DKptBjo2JgpvNGfigyreOOAP8BPE2XcXrlix8Ox9eYV6w9mnMSTzBMb9HtZiYhsiwGM3SiAy67/I6blg159uvWE/K65hkh4WYWsSRlWyRoV2ChXrFbB6V2zBoiRoBKUS1YjGbRmLZR6ziLmIFBveeP0jfY5s4VqzTV4NauUG1ap1iwp1zjoQTwlLKTwCYNX1dB6RxgdPyLFAwx3nFTIxvAZw+cLJzzPRvdJ59xAlydRmOxe7SwRwhUT5op0mq1avd7gQiblAS6yuCcjOMgWXF2d34WAR/Z9BYz8qobsels8l+HFTD50OhUc5PuPew/aCj7P0Kb9ofCv+cz6ozkzrJOx+FoIojgMELjwmWOYQeCHEISHSB7GeuCuQe4UhFM3s8w6bdubm3bpzDYz5XJVHVFmv5XE7t69Yz98/xMuuaRWtZdfvGBPPHbBytU96/UmdvPmiVU7F+3xp16wyuYlJ72yLqRJY8kqbMZoKjLDtLhZfMXUyouS9Xt9+yff+r5tbm/aU88/Q2gh70+KWRZzmvn1AhH0kWlVZEUF4vJpkqbHbg/iPKLE36sgo8e8TGG3+pVjUsX3Y2bkDgsM2AXOmwwni9rLQopYIJieBv3jEM+mC/xpKAkf9ZDwQA7SmfWmyrimpaqdYNH3SiwtOE5sNKDrQzoADaJPpwNaCkMPSP5QzE7U0FKVVfp3kFaRnaHz1qpXbWsFJD50QcpWLc3ldlCrM2jhv1tJScx1dqeEm+AvTLuRSXmJBAAMnRSMlq9U6pbOU1olc4kkJTs86ZE02xsM6VAxPO5Zr3/MazrYf2DDfo8Mf8xrBHaDxa1sTS18EEeB78g4UAAwfqnp4BOaQ6LhDQN6jS2kL+y2O66BnNoCmSksqycYu6bZkhkHJ/hKXr6obEvy8WqOufFj8bPjnqBTCYG0uGDoFCJg0dvr5MS7hlMbzVMbTiYMWBx6i7Hx9SozwCjtcT9kwa2Mj2zsUolDaokhoiHgjZHIBJEa1SoVW2137ez2ujUbNatU0fzASDaB0D984w27exNTsxd25eq2vfS5dWu1F1ZNes4NK9t81rW33vzQPtzZtFd/6p+zxrnHLC3hwIFjLSQvaEggu52SxrKwiQPRKrEQ3D96/2O7deeuPfPij9naSke8vXB28GaGaCOFGLM8EU2hhWL0wJ2UXelgZEgiHMHgx8aIB6R4dsRQNUUn8DS8Jv4esqAQqytbVZYdsqhMzuUBKS/6FGTlK6brD/Z7DIyNPZ11KB17+1OXYRWDF5L4wWJue4u5HaclG0xxOlds0B/abAzMBJSHCWfuEcuCrATupxheAc4PHVHBSRrzQRCQJz8JomuQVUcsHeuVsm10G8yeYNIGLItlXiWxjU6LbHNQH7AZgE2FrzfTb5RK6AbWawI4S8J2IMYGlgLdYimp2M6DXXKXjvt9OzqGF9UJr6Xf7/Oah4O+jXsn1js6seHBkY1mI9IcyhXJJmjN42Z+4G2R8Q6spw5Bd8eadY0lq1SwsbShc2AWmWODHCNM00amOYH99ATEWASqfMJ2EAczHKzgiQUmOTZKNtmYvAYRUbW4c8NA6hTREeQBMbfJ0YCfFc9swJkBI5uCmY6A6BsLrzNgF9MPGpdcIT8iyRaBMXhUpAWIDyUvNCUHtXLV1tsd21jvsoOIqURqkgB7M/vhD39gx7vHVm+U7JnnL9iV6yDujq1sU2VsiAmzrh0djuz1m2u23xtbef2y1Rpdq9YalsKgEeRdt+lGwG90V2x9bZXPYa1bsVI6s739Pfvdb/+enb983Z5/9hnvVCpjXRYea/gFro+AvktwFK00fZ33SAK9bJBr7sARO0alILNnt0OKEhBzCPCr6GYqt5FlPWDmhOWYEw86l00VqRE8pJKEGScaLIEV8z0Y1TQdvvgrK7GPx2Ma3YYn06OylT/JX8PZClxrFzSHxcJOJmUy1ofDmU1GU7qBzoY9zfVzLSIHombuDz62DEGMWkS5mGIjkes0wmJNrV0tW6cBikOVgQqLslOv2lq7ZW2M3mJpIVGx1lK03oVTpTjBMZ+Qi09Gf1htANRB14BbxfHx0I4HmHs4sv4AlA1gM2PKgTDYY9EbEVMa9frcuMPxyEbjgQ4/t7thJsXdKRdSlirA1kAixYj7et22t7dsY2PdKnVlYrV602p1EP4AQINFP7GU9wHBYWIJfcNAeIXq3n27MAvSszeVAiWabWLR83T1bhP0hbGYqRt0KRCvGdmI+5bPxykPiCE+PzSkKA8xGIXPQdQT8uZilJjzqaKjJRfOXP+na2D0ZGaAZ9BEyVur2XqnYyvdlq2udK3Kbi3KVfz83N56600bHR1ZpTKzp57dtkvX6lYqj6xqcKeo2P7usb3zYWrnLj5rrWf+jFVqVWoohahhSy9rGPk5fcDw/tExCcdXr1yx4+Nj++5rr9mlK9ft6SefcHnVw9iTSnV48idqFnnAipIv2+jZPffgdaqMDNvkP8heL75mFu6CHqHCYYlLlX1/ofQjNgtNLGeM5p13/ndWdBZlOS4dO2LAglrj0VNI/iAf4I/z93CRpLCugWHgzI4WVRszYGFYK8imwH9EeZhM4bcFLAt+8D4zMdwfSHkQ6A4ANnhJ416fS7CWmLWqJer96hVjkOo26mTAd1tNq5VD16UFI1mNy0s4acWNmoNsx3Z22QY9yIymtLLZ2ztQZgGN3ghl7IBSIARbOj2wMTAmRQD7C59jMB7wa3G94mRJ3kKJDSVuWiSZrc0cg2cTW2nXrd3pWGOlac1Wi3hGJQFvC8JnDA3RhCJylXA6A8z2Ezo2DNcWsLoybELUQWOOGWWK88hgbT0AmXY6s8RHPcXJi0CEzAqusejS0S5ovrAh7Wggkna/fuJjnnE4jSAwnhBxR1lCNyXPx40AACAASURBVEvv5DEDg000tJnlsrURtFbbdu7ctlVbTd4XqQfG9s7bb9m0d2T1Zsla7bGVyz3bWO/YxUtnbH9/ZHd2Snb55V+wlXOP2ZDzHwtOF75RcC1UmfpMQXT/WJb6WC58/e79PXvjjbfsscefsevXr2gYT0weOmX3giDbabas1zshlshMBd9TrMF+n036+wWsz8LJTmNOOmjkXFrkX+nrwQ1ThoXmUeh3P+vygsqjrKxkpXvTSYoXr5AK712qLJDnvtN/nIPSH+TaoEUczCZ2M63YaDK3/hij3mHHDDdTiJwHZHGHpYyBwwQZD+U7Me1YQzOgUUSAR9ewP4ND6oAZaquWWLVcsk55Ydsb69aomF3YXLXVbptBjWOefKOo++eWsr5BkU1otuKCo+THIwDnie3t7hlmPWLDI6uDIBvdE5oQQkbkotcgB+KU5dRt7w7Gww5ODdrnCA64bjYdaDzomV+Bi4NJOnKOqHPSNCU9pRkbCxB9I7CgXEA2iU4bSi6Uk9EZCuZ1SDZghRPYRzwzZEQgbLITNXHnDAqpfYAIxeYLahLBvUImxf/GfSIpUvQO1L/lCkwOIxsSFQPXU0eZy1Nfcg+Cyd4ZJO5GR1dlfzx8PHitdjvW3V7PLHkwLOXtt960xWDXrj1+3q49sW5JMrT9/Xv2/dcf2DRZtesv/4qde+y6pczKHKshfiYagH7lff3ips4ImknJvv27r9FC/IWXPm+dLrLbXDSdSWocAEImWy1X9BwpbVK3Ttlsbi/zSApDdo26PB40WaDz/8i6nuG3/vtFwuVpNxmFwsmojDfshNcz7qNXrMquvBu5zKb3O/fmfJGiwVsvpQxaOG2qblWBh0ugTx9/CXj7gwSJPw7fgxuAXtJJUrLBfGb3pmW6CAwB3ML2BCd1b0TXB3NrFHYAYQ9D+UnuubVZmtrLLz5r57tVOzka2M2bt+1Bf2L/z29/0w7nia23GwRI1+sL295as06tbGc312jxgsyLQcqzEOE2AjSRyoMzdXx0SM8qNgTGkHAgGI6YEdJBdYSAiu/NSa7YiRC7Svwb4zRc7OtTnKPTwtY93VuVZbHDh0EgDMwShYug6hmYl0IBxitbgUkgApYZWgHgm0HXSJ5YQ/IclnUsCd0GhpOwkc057uHsa9AYSLfwid4yYfRABda5kzypT/TNhKG9DK4AbClrQsmWd1jlBir/JU1l8XuySDM/MDwHyKxCd4dsh9pS970HrgfeHBooa9tnWHJh44/HPXvn7TetAo+xZtW66x3bPrtp3U7bvvm9+7Zx7qI99sqPs4wUsO20g89gEUTWEtYp5K+VEnuws2Pf++47dv7CBXvmhactAUkvPK0CpS4MrSA1o1JlRkMJFuwwT2Vh1OUVpVMFlxDtU9EWlqxtXKQucNydObLST1k1g4p3hbP9/hDPKnSTLgVzzStHlc3RyZ7lFs58OUmVlJWF8Z///Ru9YYrojA+EoR4Y/dSBow9AY7hGesCNwMW/k5vzB2Cp/TOOWBwCsZjbSQk4ltlkkVpvVvZJNNig2LTo+AmPWsCDyUWZKBOJb2DIxHTMTfrlC2u2DoC6wimHxIh2RxP78NZ9+8fff88mmHg9X9jmWmqbayt2dq1lZ9ZWybsCtoUAhc2Cza1umI8ng0auP2QQAe8L5E7wjmARjY0Fbyiy1qfuZuAC4LDsECbF9qNKF2wWJ4xygIcvMnF+IC8BgUnOFIsxAiEsdLzLB9oGtIMUJqvE0y+d8MRzhGYxW2RzAb+B9UD7nc1olKumgO3c8E0uCB5EcJK6TTX+FCFV+k10RyGIwbQeseslkc5s07PRUcpYkDHFkA+etywNnZFNakXFN0COYxU3J8v0kOG4bQ90gLVGjfIoBKDx4MTeevMNS61iz7/yipXPXLC9Bwf2+vdft5G17Sd+8ifsyhNXgRayxMNgD4YC1qm6i2HLQiDcvc0DX8Sfo5O+fefb37bprGo//qUvWne9m/GbwjabHVe4uXomEtKqIk8K/wbULLpxYU+TW2SjVM3F4crQUusP+nncyYbfRkjT86XouZgrFhwc4oezmOWNpehoRkaZ4YLuDiL+V87HKpaakfIxY/3fPnqQNqF/Y0fJ2DVitoUTppRaHYvBSlZLBKpW/N7jWUSbVS1PBbGiFesfdbwKwG6OAaMIVFaySbqwHhwDFvDSWthoIWuaKRnUGEiB0WEY7oAxW2KEa3ahpkODEV6ZzKyBLOLjT2w27tt2u2wbZ7rWAZVhY8N644V9++2P7e69Pbt1667VKmO7dG7bLm53bHu9a+urK8KtSonBsRQbSVN/kE2AxAqHCXTfxLqHZzuFvmM4RcxtOpOVcbPdtO76KsucMSkY4EqhTJTY+ngu/6nDYO9DEMtJ1xqnhqGqbOUjUI4BFE+tkaDhAodVaC1R6mKco4awovMeVjKMh/CyYtakljSnEzuQrRKXu5O/UT6yBA4KBz3CpRaIXwhCaOuHPjMyqhj+qczLffdLCQ8aDPXgxs/cMmUcF6MLih2nKLujva5N4iWjlznh4IpyFs0HgthOLaGlz0qHE5DSpGzD/on98I0f2P7R2B5/9jl77ie+Yq1u295//327ea9nz734gjVXWmTRi3KkQb1hVSNXDkEBLHk9M5G6AGtwau+99a7dvXPPnnnpZTt37izLO2Z47rjgUyMZMEIZQfXjI4TSClaqQHENmR13wUWUz4/nkbrJwJXwc5SNFTZwBHzhldg7ysKL8uQgjkYJqGfk97vwWiDMMpDTUi0vdfPSEWsLrawYpiLKBO/pP3jndsrFh1Z3u8ETdXWlacPhiIQ1kOeQniH9R4qPUkC/S1ZdKEqXqVFS/4O9Fxysccx5hsabkHk15ylmpH366C7ELZTRRQbvctT1qB+e3tF2hfEbPiqoDOicIEjNUxunGClasilTatxw1PuyQ55NpCOTd8mC/CpkKGK4T6w8ndInffBPvmO3P/zQGic9q7RTa600rHVpy9JqzWbNju2dTO3B3pHt7923a5fP21OXt21jrW3tVt2azaZ3/yT6Fa9L9i0QAAPsH6ELNhwSVxuPIAHq2vMvvmKXn7rOk+97r33H9g93necCfpEGqCIAcaAqgHZgPpxIkjBADxc5aTKF8wE6oOBnQZYDLG464Qi1GCrLDJBsfdjZtA2Oqw9u3rXJ6MTLJJkXArNiWYvdSa6XApYwCJQ2KjM4IQUZFr6PnldYhLk4FgFLqdOCZTg9zeC4gfLMT1yC0ymCPNre4A7JTRTBC7QPHALj8ZCdNZaiCJT0rBeZFNfKQASsrVrLqA1crRBh+y/AWhAyQ0OI7Jw8MOobZ+R5gan+8Y2P7P69I5svEktaa3b12aes2qjb/dHcnn/xBas3gZfpcFLul7M1AejDuwwfC89BU5mwGKbMct/+4Q/s4HhoL730eetubIhIqiRVJWHBvbaYkTw6MXARoj+PzMDQO3XFTl/8N/bnBhxs8TOPGGVWfE/u56BQFCEt0vxzpn/RweM0cB8ls4KXGiYSneeZFsnMPjeRwe1//PYbKVI8PCgR20rKAuiVpFY87U+add5gWZK4ANdBPXy2qrsawmWT68zN7BWQ8vIx79LkySOWDK4B4wmCy4IGALI2NgL8geXapfwRBUlN4KsIaGMMOQAoTtEqghcyLHzsko1QEwMH4cwJ1dZU6cMHCn7maUJSKN2LffbhGtrFg74dfvObdueTG9a11K69cNVmpZl9unPXao2mTZOyHacV60NagkyqktjFja5dv3KBDgxQgsi/Cp0o8LWqNjgZ0BoE2Q8WMHCrERwNRgu7fOU5u/7E0/b2Ozfs41u3bDQd2qKEtvWIWROyW/pS4fbQNkeWOuAqkZ7hhngDOIglZVpC4/+YZQAjQKBDyY9gh5KLwzfkBxZ2NSgryCyaJ8w2sXkhegK20yS4reeATUWveEy8dhJstgizYRzqKCoBE5WAz5NzFKEm1m/yruidJXcEeGgBnN0ZNezi5Sv22FNP2u7hgR2DQDsHjw721xMeKI1GzapJma6rCLQ4AGlciCySI9OkU8zWphBpio8juJDGUatZpVFn4E5hkIjA1+gwQ+z1+1zPeOZrW1v28e279sabb1vS3rRXv/hFW91c42dTcyXWqQ5J/AJFBP80mgzJYUNgPz44su9+9/v4V/vcF75grU6b2QU7rOIL63YVXk/BY9l+Ju65p18Px7EA1QvlF8tCJ5ziNVvtFb0RgqNbF0X9F887OFh5oMktbBzS0v0UvJX9d97xCxpDzg/T4ZFfsnSMOQUksxb/u7/1O7i7ChiNlkCuxYLTYVAWzFMQG2sETJElNNoNH3eOxekYQWAoBOFyr+o4IVW382082CErUypKjRpAY2RsOFHgmePdJ/w7/MyJlxX1T/4eimPO2/BOG7g8C8/mZm5TgsgNQhqC2XSh7I5Opv6g5j5eChkJzcWQdXEO+MKqaWKtu7v2yQ/fst7brxmciL/wpacpkfn4009sf+/IMDBzkVTscDanFAiztGEVs722Ziutml25eJF5X6fb4Q3ANUIyg9cHkA4SKjYST12rWbO9Yjt7AxsNhgww0AWCbzWdy00V5Wp1OLFPb3xqezsHzAghTbFqTW6dOMFTCZ2PwETHbULW5etBLqQoV1ACzolbrtbk+Q4KRgsfEkGdmRe+U4RLZCjYxHhWyDoQqOQLpufKiT9KrbIAwPfB/eb4MJXA6Mri9Rk8qNFTJoaSCNIoBlAMnUhrdrho2rmrT9jjr75gx/u7dvv9d+jrPxgM7e7hoQ0QnCCP2mhbs9Oy/u6eHR8cmI00LBcbcqVeY6ZVLi1I4m3jM8KiuV6no8PSTnEhdQmfFcTGatMOj/t20J9ae3XFLl65xJFuR0dHtrGxaetnz9jJYGC/863XbDCa2Auf+4I9+eR1EmypZfTMXze/xPuHfUFH3EVq3/3ud+z2/X175tnn7NKVyyp7cD+5aNVMCSwqDm6VTkEi/Wws+VEViQKJ++IXOsI8IOZz29g4q0KP2bIUjnIsyp9ruMKejog51l5U/4Wlkb9E4FR+aPm4k4eCa8QOb51kWsbSf/V//sOU/kvkw6irglSaIlf/YPggnU5HJw5P1Crn1WFAaXCK8IGkj/KLVZBmlpaW/caTq4PYh5LCjeMoPhVXpcHRUMDM0LEUI1yiFM+2wl2yMNhSGVb+0Lhhw6zfFwyDWGaTpgeBv2NjIw0GzsVyipkXl4fNkUUuElv0F7bzrdft1tvv2fn6nl1/7Iod93bYyYG2jZwhxrbUBqUK2fQ90AgJIpttbW3blctXrVpOScas1ZJMEhTuD9i0KKgx4OKoNyeNoYUst4zSAbbLfVIQ0EU82j+wk6MjTu1Bw2A2TW1WUhlU73StDmuTetXGScXu7+3b/b1DlWPOtAdn6/j+PQYpcMPK6dRWOm2y9FFzwaW1lVRtBcM2GvKDFw4i2gCIkGDEZ9pAhngJjrnIw/6Z4L7PlHQJT4VaxQW97lUuurtD5jIaYmeUtjVrb1yzZ774ivUnE/vg7e8arJoHRz1mseCi9TiwYmqDdGbTZG790dDSwdhmo4m1kopVWbbM7cL2lm1tbdCyenB8zK9pQEfVOtWKrXU71qjV+dnYScNegFoBThqNtqW1hjW2Lli927QHe7t2eP+BDQdDSxZmG2fP2PXHH7dZLSGM8t4HH9hsNLeXXvwx66x1eDippFE2x/tmZq//8A27c2/Prly9Zk88do3ZK3E/YDXeI1OcYJHkQUZ+XXFQ87yOcWDxHkgMqH30TvESTcEPkiJzwTtxqstLVmutZjQOph4FPWCWwZ0KLwyg3kCIgJhlX9n+dOpsdE7SBTNh+NJj7fQGI74vM/XQWD7ifUr/5f/+fzPXYWTHGHNEdA4JUK2tzouU+vgVEge1k8FzEemRkB18negfpFSKNSdHV0lEiZIhDL6gTiAOAjC5tKDmruU4GDlL0Z30iRzCxxS8/D4+pGJ/VF0fwcwLkKWzP/5t5vkmRmcHDwVBDEqWg/2hvfvb37X+g0O7soFgsW/37n5kE5AcJ1MrQZ6DjAz2y/UOpRTj9TV75tlnbTib2c37+1aGHKO96il+ahvdpmHu4WjcZ4ayvbllFavZ++++z9l8Z7Y3bLHQIA1MBYL7Jw4NPANgNwjSGq0l3CqsXzDqa+/gwKZIXCooA82+9dZ71u+B7V6yOYLV4aFV6KawsHI6t1atZI9fv2rlBA6sM0p70vHE6uWqnVtbsZVu12oYZAFbZuBC6JphTXCYhCAEPOega+As4RQiOiSrIwn+EigUidtSo+uKb6DfEWc/olQD8KyO2izZtuc//zlLVzp2f+em9XrHNjo+sN3dffr4z9ghKtssLVtvNLTDUd+mJRFIU3hkzefWKtesW2tYq9awtdUWD0V0RKfDoTs6yI4GnKuVmryzqLOs1fjZUrhjNJu2aG1Zrd2x9rlLsOaQ3MnxG+gcb9+8w2fz2PPPcSp4mszt7ic37a0337RyY82++BNftFq7TkXAyfGxvfWDD5iJXbhy3S5euWD1BjLWiRwjWCW4UV0Wlx7OoJYOaGIhWtbkwcFzyxsysd8DzI4MLeu6hQWxu2xwfze6WaMl+/mYHg64ZTzxhEaosxKUlLSbIaYmjSf0mW93YYVUtuODEzaRUFZvrK/5wN7Ubtz4hGu93eqwsjg+6tnW9padPb/NOKFGQd5gUVd1YaW/9b/+HySOxugibAoh+6oh6ftNVqoLRunnrXY3I7l3GbKWMkEz+B3VlKXh4XsLGq1vaO204FNrViu2UktsDZyeNLW6T9JQ/MiD00P54h/yFz67s5nY7Tv79nu/9Xs2H8+tU7phtz750GYnOzZHoBqPmWGhJEyqdbPWirVW1+3aFz5PGxh0jHA6j+cLu3MM9nnVHjw4sd7whIMkyi14XEFDWLLjm3etXkrsyYvbBPoN5R8Ach/QwGwspkGDeuBs+zAdDD4Ms0R4P8Giud+3/dHEdvf27aQ3tv2dB9w0ZXQDiZik1uCAC7T8nQGPMngO8mTFtldWbGNznZuqWq/T7pdC5Sgp8PxZApYoCTrYO7Tz56/ak089w2d8fHRkDx48sP5kyOysAWwIXcv+oc2Gx9bvH9lk0GNmD5xqkiKzr9mVl16w/f1d29u7x3IEOsnDgz1aSy/Q7U3hK4XPqdIGh8xoLq0kBOvIFCtpyRo4aK1kTXhfVavWxG9cA8us4CWJf6jhH2okkHZSb1q7u2Ljctc2z523UnfVFmXepSzD4bUd9+3urTvEQPvDvkibM7jLDmw4r1kFkqZKAzfULl66ZJevXWF2K3M6x7qUMmVNCx7IGXQrykqw7dl19Ah1uuQDZIOvxZAV1hKZckIvGNhXzm/KPg6fQ7Xe5gEVzrVwqLi3s2Mbm5uMC8cHhzxk8V7IoAcnfR6Ia7DYCTE/SlrvJOP7dx/sMpPaPrMlXBxTsA6ObTSe2+bmOqGGW7du2cpK11bWVgkrEYQnHp7PTuS1f/1//gcE3dVu1QLg333gpoKT69uYYUkDRHN9zoRTuoouEYIasBJuHm9p8mdRYtIypWI1dKBYcmo4KJjh3bJZq1K2LkpCWmzk9Ih/pjQJS+zOnX37nd/6vo1OprZS+tDufPqRJcM9m7uvFEHdRsMW1YbNanV76ZVXrHN+mx06dI9gQYJNXao0abEMsurRiQTM6FiC2rB/cGStSsnObG3aalNi21C+q00vwBsPDJ0rnGJkejvZERiY5iCKFArsCjMXkYWxsQAIF4Lg0cyGEH6PJnSn4OBZ0DhcQoLPAuJqs1Ijmx3BqY1ysdO2ch3kUP1WzaKNFJwgAOTD4VQmg5UqQX1y2oCDchL32BajPvG3GTSIANblOc3uH1jwc+BGjboN5po3CawrhnXAQFE+9ZpXKHaEWmjMIDKiodZvtYTPUaahImysmfTHaKkotZyi4WMomDnJ5bVkVQjP0SVtrFpzZdUa22dsgbcD1y06b+nCamlin378iU360HcOMidXBKOzly5Sg3l7Z88OBn37/CuvWKOVD74oNtcyYDtqAJ8RGN29Yp4VQWepRCuVrNNdIQxDz7Po0mc1hQesCHhF5bJ3zrmnyzqY8B69/ohSsDnUG50O5wsc7u4TW93c3OJawHpD1n727FmuR3h9rW1sZK6rvUPoLiuET1Aer66uyMgQ+O1QAn1yxtyAsczJ5+D11eyj928wb9nc2LJ2G2z/1Er/0d//X9JM1+b1M04AyRcUrKR5i2Amy15iWc4rIXzuyKvQfZUMmYVJSUZ21VrTGq2W8AHWqyIcViswtyvbarKweqlkTXTAvJGEaBy/fj+90x9y4sXoftIf2W//w9ds70HPtmv37e6nH9ns8A4dPbHZQLir1OtW6Xbt0lNP2IXLl+zmgx1+9o3NLSvXNNxhMhSAjeERwFCw0fcPezYYjqkbg9j2zJltm0z6rrPSwNFI52HfEsMU0E1k+5/AtYIHNvMcBoMeyOBBD9Y4vIyw6Uf0yRqpCziHTbNMAeFEgZ9RY0S/6622Ndttw+IBriP/KNAENOgiTnlRWDzLoa0yXhe2xLCFBoiL1j14bXB4nYjrNRvbdNTnNB8EWM2M9O3o8h6VuzH2y3WbIMAyOonSQBxyLp0iLir4V1iGxOdg60N1gUTOtPt1EifuAcKOpEqR3aD548EEgbha11ptbVhrddUaW5uki5RgNUOKhdxO60nF7t6+Y72DI+usdO0iyuuahpuOT0Z2+859u3Fnx5598TlbXV+zUjLXKHiK21XO/agx8syiitEqolzhazF1qNHqMpFAeZb5pHP/LJv5/SgwHslFo9GyBR1DYFh4j5eJWZhbG+vEUnd2duzKpavk603nE+v1wHQ021rf5EGMwMn5k5XEPvnwQ+pQ2ytdOzg8sLXVNWtUG5m7L3BHKD3wLFB1IKND/Dg+PrLZcGqrK6v6PLOFrXRXrPTv/3f/U8pTkpNkJcgtEu0YgHxuXZDeiEt5ZoWvAUmPElKvBY+nIMkpO6OLJmfoSUqRNBpMKzkNuKqZedXSwrrguyRmdcqEzOr0LY+HqjLxjy7rEkHu9e/dsB+8/q5dWE2tf/LAjnc+sOHRIafjwHEUC7uzumaXrl6yyWxie9Mx/azWt7etwnIrBZFcYG/4sdMGGNOR5/bhx7dsfa3LGh+YD8mMJW0ogqfQ23k2RXIpu2kOwPKWyBGTomzPyILRzJFllNs4CO6eVeK9iJiJTKecwFoGzgx1OoOK2uAhzD3juVcA7tcadnzcl9dWHFqOZZGPVYYtDDI+0C1gwYOgiWuWu8N8MrTFWCRZvBdIghA2g06CzYEymSx8l6NECZqxtONkAl3DLWQyrWbYyBBydTY3kWOXfMBrCxwvZPPsUOclLn/C12+51hQ7vrlljZUVa587I/6GTy4OVjkO1p179zn4pLPatfUz67xvb7/9pp305vb0c89Ztd0SWx14Y9a+F7i+BLA7fyk6ZEsZ1KnT+PT30K67CbyxYf3+ieRVMVvRAfis88Y1E9Ns1BBzpisNaIDdUbaAzrCzYHEgkn9nCbvTwGW7K11aMSEG4PD79NNP7crlyzwYR8Mpg1Ovd6huMBQ03TaT4mat5V3juY1gXW6p7e/tW7uNIRxmIM/g4FtfQXko7BqvAf1r6a/+3b+nhmso7qlxCyazp/zkYzmW5eVjRq33xawkS11G4DcMai6NwIOPGWbwBALPC6AmGNut7qo1agLvGzVgCwtrYcJxurA6uDUpuoaiOoRM6I9S14j7Mugv7Bvf+B3buXHH1laqttIecuT43t6uDfZR00N60+aSAvkTlqO1Zs3OXT3Pe4EgTVqt1+UKKpo0DCzm09v3WfJdu3bN0rlmzCGLgrMoBcw+Sh4dNm58D04iVKLThixF52zuc+RduCWrYslB1NURC5sQAO59vcWmCUS7CDjEPuJ7vY2OTK2atHgAYUEmNVjioOR3G+EFMjWnoMzgegEbGmR97pM/V1Y1wwg2aPlwKNFrqmzlOgJEw46OeuwSyzRQE2Rw39jDRtPB8Z4gk8baFddPHTKCz1zHyp7YmKK0B2sI3vc+yci5ggwaoNKgkeTmfqVq0xK4vDY3rNZuW2t7i3CHevw+exHZy3RuuzsPaC3T7rZtsoCjxIS4zzMv/Ji12i1uUmJCuEYYMvIlwnDGpz7LwyKvJry5Qi7gbM5DPqs0ClYx8TXiPeD31WqZEy2pDy6hyuoUp4fFe2nyeV7FpCUwANpWQrAuTGXmlaUpsc37d+9Zq4MsCprMGadbI/vGYYqghuAWjAOx2hULgMJypF6qYcFouPF709QOj45sE5ZGuLckPouKI6xNfC1+nn/nv/0fmGHlD15pPgmAjlcFvYEnHfABnkooCR2vopzBx5gXulZYMZj9xn9zDAuRFhcDjAAbHV9v1Nt8r1odv5GBYc+rM9kup1YrJdYCSIz1AqqEC7IpD3KO1hIe8IdYG3IbJFW7c++Bfesf/cDu3frISv171m5ggaf2+PVz9qWf+rKlMHd77R3b3T2w8WBMysTqmQ0SbnmS1yFO1cbhZiMhUCXdrTv3bHfv0J588ilLKm4UCMO9kaY3I0PRtnPipVMHaEHspzIXbAQY5zVlqb/HkGK3KDIJnPm4vnBS0OmlA0y/pOVDidHpdG1r6wkunvfefc8WpRlP2XmysOGgZ4vZhMx7EFcTynAgHkcZCnsbTPNReRrsfnYTQWGp1m2xSGwwRmsfjQh1qMHLyqxrOPRBAy2iAqBVtAde8vjoJ6aFLSmH1qv00M6uB7WCbGxlraEfzFn76najaVSt1KxUX7Nqq2Wt7W16ljFomfz3cZD0D4/tCNn2PLEz588bMjNrNcjzg0oEGSelM1AWRMbnSoEQG1MVEne7QOqMUjCj7ng6Fs8oMrAoazOuVExXyjhPwdvKhcTAnoRXQzmQTxKSlXPDSgjWFJAvZogZVAAAIABJREFU7yyst8PDQysnTQY2GQTqsMiGR7gciaEq1lFhPiGrMVGSs2o3AmjI97l2Msa7Y6Z4vb/83/z3/Pz6N7XM5WukrCfzGXdqAwOV31xhX7L7DWZqZFl0EYiykQFOpWWJ3UNMLhbHB5IH3F/IHuR4qC5Ns1G1eqNu8wXaqMC5ygxYnEiDygT8LS8PhW1J1hOfQmVkbo9zOqA9VMc7JqDBjvAS8onBIHkiLJZKdvv2sb33+hu2uH9gg/1btFi5eKFjr37xCzZJh/TqfrALm+KJTiew2pFh4TRhiu0Asafqwl1Sztv78MOPWftfunhe4mO4KpD1PrIhXUWx6TUtl4+ZizKXQSxjHZ5J5bvAW8RK/dk0CWErVfwayhCLKw4oPi9vJ0N4jWsdzyoctwViJ/79wqWLdtI/oLQI03PGvSOSQ8s2YUkCwz9OhSGB1OcPule+tJOa5gMuMKoYZKit9prWCt1AdQ1oBsiVQcA3JyPjVWkPE9lVFFhSV5z+PLr/Pt4sRqqTnOn0HL8XCFilMix1WpZWulZvd6y1tW0LEKWZ5Wndg3d1dLDPLOHCpcuim7ivOTGqmL5cCEZiwav7Hhk3BPNxOORrJKyGPSN2nhT/vUCiXwoIDtRnrHCmyTp0dFjlJ7nY6nnn0DMWS6rQVGp2AJINZVlONPXghYNGUSC/3zkNX5l9NPDCQlnZ7XImIQy06GybWz4v3Y/Cj5X+9b/zX6esQb3k46mE/4W5XLSweYJBiwXuVHFhKBTAH5oL3Z0rSY1wHaJOulDTa4AlR6y7PW4DEZ0nEoIUxMFgVIsTA0AAKSfuj3zugDs4H4w5v7heaE0r2CjsAnjFlbFxgH/xTlgENGKehZPokZpFPxVIPAUTvVSxk/0js8HUtstz279zyy6eWyWL+vbNm3b35qdOfMX0FVbetihXrdXpZBQQddaUaaGbR4GvLezWrft2cHhsly9cZIdlgoEYnM4zY9cUpxqClsB2Hwjggmo17TTNORbOw8CqZw400wsiYkH6AA6e27LUqipjg4CI0xhjuKDbW1k9Q3kKRm21Ok2VrlN4iQFUH9hkhEwLbhDKsELYq46DC50RYiD6JhYH8TnwLmWLMWxUG1fQCgIVxobxMEUJWpXeTIoarUUJib288g62mtWxuz3AZ4eGtFxogsTmCqwMQSlJGlZG5lfZspWNdauvrxJ0x+LjJluktnv/AT/D9ta2JVXxDYsSPOKEXJC5nTA7fMho6w0J32eQgcUgWW/ncy6iUxAKmzx8zyO4FJLgJfI0dmOImou4X2h58fPh/JrRJTx4Yd0Sx/R5jAqI7juGxNXxbr5GcfyWf50HXDFL9PstxYME1sXk4aF1yiGs+XRvz0B8ko9Z6S/85t9JBYr76eucKYLpnu2R5kDVvR8akVG5cRu4LnooekAsd7y7SHdFWIW4xiw6i0j38JpogcNHHH+WF9I0Uu4BoiJOIWwkYgs1a3TkdIC0XwLXcPGU2lw3xDOGaLn795N545uGbHosVO+KChMTVpZlMExndQOE+eBPTWCe9CfWnUxt7/Yda5cnTPsBlqNlj3b80Z3bGuC6mHNcOUmXGGZAa5b8cbGsAEYF3eNkbu9/8KGV07ptb21ao1El4TIAd1IZODkaFIEp+V/xsJFthmCUNf8pdnK2EX02ogDV5V88CHCfUcIjo+UEGuBbwjRnM0xzGdpoMmW7v726QYdL8o7Gfev3exTxMqOCsaBPquGYNE6dVgqVZTipeF8c+ApcjrSMvGOo50wkxJ02ddDBY534FIYj+EGi7F6bChiJOpdKQOOzZ0TEIEtSLKqubXwP39N5iFZuWbXasGll1S5cvWwTyJHQtcU1pSXb3d1jYwDzC+H4SRvkTPSXkx5jA8e+4OGO/QYZVer6TAaL3NUBz1UdzDxaBYZzetpNYMOidniQc+cFHpoF3hbXXsFTX3tF9y3sZ5AVVAGodzcKgSe/ltO8qNPXyJhRkPHkST6RxOzf4r6o+ZPbZkcwLQa94nuUfvU/+dvkYcncy5X1HIUkDAvBiN3DQm+V3ZsEVsAaHsCB2IWAp+5zvhDoCMn63YF7st6dmFoWR4s4SiKeFv/OsVbI0uQjhUUKUBEbCJuZqj9cI9ugWkRaeHpoeD0A3+yUEIwN73DIH9x1wstGwIFa5OFtfyp3zU4J3X64bI52jq23f2xPnlm1TrdpZgM7PthnpgVODl4Pm3WACT3Qz9mcZQAyP55+2Fx0bHA+1VR6ug8/vkmHz3XM2SuHqVoY60mThywLmY1kLuF5hM/lUig/DALc1QPXZ1IW5sMbPHZKqOs2xzHQAZyrBG4HNd17A7COgwfynLrtnWDuIbKric3RlQqnS2ZVoFSoeYBgxVmFaJOyoQAMCdY9so2B5Y3sfJR94bNRCE0LZ+EoSuEllREHMPe00r9pbQnYjfLHQXtfe1l56D97elPlf0fQwoG5YtVayzrnL1u91bKJXwcmFvV7PV5Lq43BEtGkUtf14ZUTohcvchwqQYYF7GrCEWxqgLBx5Ucas3O3XsmwrkKJmUNDD79j4JoRPPIsyfG9U+uZ7hgul8IV4L5DBB0k4eLRdjojioBz+gCMgPSjApgGlQgzz34RkZGsTT/L/+9/MSt97T/+TQUsL9tIcvS7wZl67mekBkneNcT3ZC1hj6rZSe43lrINN0bj21KmowCk9xMfC6c5QX7O6XP/7EXJ1tYhUVnw39khcvY9OjJd8DMmCAzKwHDjKLXg/DthDCwlEYRAk+AEm7o1sGAwzgmYl+sVi6Bn1uUKnyD8GfbBhRMP/KuTk4HdfOcWweTKfGSt8tzazar1B4fW7w+sN+jZaDohcRTdkjCuowsFxNjO5dF0ZlncLGYVu79znw8JgRnPIDITdhZ9SjEHlZLr5KO5EEwCw8N7Oal36YQLJUEJ6J9rCcKO1sezi2+FbEaZL8sxem8nJAvOyond39nhRj05gFRmrO4tgwbbcW64JxM7OkcsENjGGuyBDTrTZBua9vGzA5ynloeBiy8TtjQJeGyOTZKgjENKhnpobETJo8nKKskicMQai7KHuGY4kBYBnaX1i2y+aYtyy86ev2S1c2c49RsDegaUnqCND6/7tnBetLoy4PmhxNW/4GWV+9tjXzSaLWblo9GYpSH5WO7xpSCA++GZmlO2+CpeyeT4k+gSFBFnUhbWPFlDBhfBf+OaFgxAOyW3rgmIwds6TFQwtJdThoIFUPhoGdKUO9goyBS+N7rMeu/czUGZYsrX1jnqlZHHFpWZUT0Qtlci5cK80q/+xm96n9VrcxcCC4j0MgYndrRSvUsjIl5usE8DP97wcJnMM6yIsuGQmYF4zpnB7uVCdEa9FiRuuoZ3ArRGWSVukLAplC8KfJ5hOSgLHZOEuhArysaFU0XQecT8wHrJutWytSnfgJ1MDgaeBuZ53acW9kMnSblie/vH9v67N+zowbH1T/oklXI6NLKLZGoXLp61ZHHMzlSpBD6Ln7YkBWKTKsuSu6jm6B0f95hFwVwRagAt+Xjw+alDC5b4nU3mjWZDZJzi/+igwvsJgOVH89M9xnKJj6dnYZU2s6nu2qadPXfeTno9zj6EjAXOCSjlwICuscWNPHZuE/jEj6CvxPBN6AQ11IODVidDZp0L4HMsbceWYhiqUxjCB0vQgzYWSKgsSysS3vPQDOZ6ZM3eBdShKPJYSrzMTd88OEdjKAKg9nD+1JOkLmy10rDKyrptn79oQ5uS7Q0fLpRxwFhhLaP30O8sIBTCE/5TQVffUFxGpLWEbbT/TBZsPJvQ+Ho1ZeKwz660wGLHvYufjSZXrd7mYQjCZdAh1BiTRbdWgYcdUm3CmUMzDB2K5/2L0V7h3aUMUFOGaGzgay4PiFqbgSd7XR6f0p+E1iW5nPTWjy8DJpJZJe26sS5oM5Ub/ZV+8a/9p6lOYy3oqOMDtMsiupdbQTAlRuU3l3E7VP2FHR1lGD6kwO9lvCDjcvn03qxM9OGiyJyqlbrLhPL5awJFVVKSGRvMfPdMl2si/q1mjUaTNwFOEwxiCciOibUaFTtbT6yemHVmyhJAAvyn/6XlpAUW3Q+R4N5+92P76IOPrVqeWSU9pOg4umf6GRE/sbERtDTVBhSfhd26fdua9QbdGyBIDqxRVVx+quL7saiAcXGhs30vi+vgwWR4itMUEFBYmrlzqabZVGxW7nAM/LnHrtqLzz9n+zt3bXd3h5kXKCXHh0fkfsFkbmVtja6cIBBOp0ObnPSsf9IjnwzSnzmEz5j9SNfTEXE5/jkc0ssKwz6YJXngxM/gmiITYsYHXp93lQ3ToX30F7K6TG3h1kXyuFfDAx89sFhmLewI5vxABRMJ9yU/w6FYtVpnwxrrawZ7ojkCFQ7Neose4hlWSNA/B5i1YfM2fWBNWdZbeFbsnC2xrgrPsjAcVdvLDQ69QomRfBGkeCh4lo01j+XXXd/ihkeHOX5xShATDME4XAseAbH+YjJ2vobx7Q+Pps+CI7iBTIYUVOlHH5OKXBAtU0h/jahYvEFE3MoPRxCH6b1WwrxM8PHA8xu6gaYycQYuXNLP//rXKc0RzuTR3KNnRGwueQ9YwWlhsNHWdNa7c118IwmwVWAJqDl+okiDiCm0fC8PPKJLCEMT6dQlE+7bhfBMh4LQNAaWFqUgsA6Uo2DRwymhAgtoOElgiCWmBMOYDYFrQb/18/gTpnTzmRNUH4VE/NOFsrRSYwb2j/7f71itvLBkfmzlxYi+3zK0U/CSiaCGhtKFodApgZUzgoDNkEpXrM7gixKI1q46oDicIWfEw1eKpUYBnMcCYvnF5y97ZZD4sGnnSYfs5dWt83bm/KZ1V9o2ONy13vEJR36FlAQOBVjcnZVV2zx7hpkvulcIEBOYC85mdnJwSCtpjkyDfxesoPG5philhoAFPSMmV2Og7YjUhgVME/k54JIhJ06OiEebHWJcGkyqPBUFH8Ei31DahIAYAtJAtwkAPLBOlB85FwlrE5uEQZE2qZL3pEnDklrDkvYGDfza3Q41mXi/ZhfW1Mru53h2vuGL4LAyqWUZDL9WyMKiU1csTXnIRfoUVVBkkw+VgHL3xfuQXOsj4LkKvLxqNlbZ6TvuneSNGQYqZZ+n8Ts8PwQtvp5Pd9J+j2wsJ9pGLIj+ssB+QRzRqY330EGEhssSIMX3CHjJo55+FgRx2PxURH4F8ZieYDGTABnrL/zVr5M4SqaM/1B+CuXULnKkQqbjJUqIX5eCDvux2twBjiL1w+aquB0tno0kKuoARaZFXAzlYCbrkf1H1OgaMBo6xwBf9TV0acLiBIsaAmt8DacjumJwAcBJDRgIjGQjQ1u6pdVK2epls5VKaqu1xOr4udCuRYL8iFatQGjfDP592GQKHLJ8HadlO+6N7Pvf+o5VMdNv2rNkjowO6a6TK1EukcGujCdA1igduMF4QCQc/gpnBIqrif0p0+Q90KqV+d5MhoAzjs5SKSmzTRA1W+SH1dtdq2GoRqdNcH3U71t/DzyyI2o7N1Y3RC2hqSmkMyjz5tbqtGx9a9MqDZRpnNHCLAobBnrG8RCzEIcs+WYTia1p3uelIcXPM4y5H1tKO+ixphRNgOkMaYODoMjsqVGzerNh5VaDco0EQj0w8on5FMs5X0+Z13sYxyHIK8Pn5hIQ5J5POCSBiQluWFQ66t6Va3SCYDCrtuzMubOWAA/1X5pO7A0RJbBLv04HhNNAdQSx+L4ou+Jl2DzwTXr6mFTSpTIwgrCoPIqMCtpNazYbnFsJG+lwYuH7eUA8fY14v2IHMhIUpiQPOZuiaeQ4kx9WMnuMxg7ud94Px8HhavVT9Iv800VJiTWNoIVJOpB1sax292FSd372L/+HKTYGBc1OxpOsQfSBuDE4hZjy8bQVT4SnhIrRzJOJ03r9VGGWRUNADdnUyGu1NrO2tfO+lEX5xuTrKsWsYzFlFAVdFwBvrTsvMV27yACKk6SkgZhGN0ktSoqtmV3Vec1l8Ewgd0gSw/w5nPKUHmDUPOxxmQEBmA9XAi1MpfgiK+anKTqC/n3lhNwpac6Ak8nn6NZ3XtP0nVnfSouxGVNqjZpCVhIDGmBSFw4N0SWK0y7HQ/Du3oJPShSfKqX3cpTDLurE+ZBNqRRG08L9tJKKDfo923+wY9MTjQ+rT+bMPqGmb612bG1jLWMah/Aa1wN/LOBWcORUCYRmAUo+0DMUlCjO5kgyB9l9KO0UVA+cmgDi58K2FkMMr4XPPCQ7Y+rQkJllzQSsNWSTLWlPwcJOagLe8XnwLOEQi0MisNFgXtPmNytF8rXCzY1D1436sGZ4aFbAvRJ+ukjqFOufe/J5J4TK5DFy73yNLxtIngbFlzGsR2RfPwIjzYKSUpIch8ywLb2e/PKVNcLGZX//0M5sb/NgA6xwGqsrBkHhwFgXAuJ5b1yuxRLTOWLcR9G0oMIoZh+iI4yyXsaMQRSNZAaGhJKhqaTD1tb3RAdQVxMBC4cHDkn8HbNCKctiVewibgQsnpI4HT29Q4azFIEd3xIXq5C7hlDUW836rGLJExfzFi38h/yey3bV27+gTohl7cB55qfjWUOpZC3a3Oi1AuhjSenBMJj4bHujHY1g5oEsDbcJ8rxwTSKzyklCnUlkXeUE7XP/d55QEGnLf52b0k8TvAZuHW86DP5ImQjdXSS3hIY9xTROY0Yj4OCN12026lttcsIMq5SCryR+Ev6kxgot/TBLc50g95Z/plhoyoA1xp3j2R2DgCFazCzEnwHGc0PTdgadO6d44PURMKDpY2mBNn3HnnzqaXoSAZOCoyyzkXqdti+NZkMEWmRPw6GGSlCXp6YBS063emZpB1NDdgUdl8NADAQvCqKRZU1tMZIIOkXZ6J8Dwm78vCZsy2IGDQw8r3azZfWuJtlwzBMs54PH4+uCa/eUrIO4YMHXTZmW95+c9Ig1QRVGuWaTtGWPPfms1c5u0c7HK2euLWFQYndy7Ybsh52MnIP1aIpDnplEY4Gb3YFqrDVUCnwHvk9Yjnsn0J0XuCYLUiytDWTZJc0U8E0frg15gMjTQWSsOAAs0RBWJegO5Cpy6WULBFEGFqa3CkCAHY4e7NLqGuaOlCIRpnCiqNKzDLGLppxHKX6+2P+h/AhrKwrbGezy0r/01b/065HH+cMgnVUkUP9GdY2UUsv33BmvUYYRmMyp+izbwAjmDVBtTWDc55mR3OgkRmVazlwvMLAjOGF8uEpIOWuSxEoJj0YBxT2VW6ooDsTAeON0ihJoZNsbXC4BjwDiweNiALOyBNkAYFOzOrRshcAXGi2m1uhQIrtIShrG6S3XSKEzjIKv6x0VnI4Hu/bg1sfWmQ2smk7Ebs7Y4PK8IlepkO5zCTqxj//N+5Oz0xn4OcdP/CVOjSZWJPdQkTXdDdW7LhwkAZ2fi4AJzhMHWbFXfvyLtrK9RbBV8xlT+tATMgCAStwLBNaxTZHVwYcLQRaoDqYQAcz3DhYlM46NoCTg+8KJwjuH8/GA2VYKHheyw6nb7/BwlF0MRpzp+2c2HaDzOKf5XgOdSWTK5EAFJSdcQvLJ0xEwgufDYHOq9Im1TPiCbiJ49k2rrW7bxauPWV+mBaLH+GKLtr6So6ALRKagw0wpROz/8IfLgwXHiqGjjVF08Jzy5x7Xk2Ud2tkZvhxfLyYUeRWkPcjKIatAtF5oB+7ZUnTrsd4xGQlyufgVuKAoNPrFbFeJl8TILrPhATsd2/DgiIcfJD1QIqRVV3N4sInAHMTVkE0p+OeBLS9z89JSQQxTmeR6Uvrpv5JnWIQ/3IYku2FeF3sh6wTDED3ruZBIyjIMi0UneBkdFa+ZA0Rm+up2yeEIkZV1DmLiZ4ljefZWg+QB9AZIg8JckF2d6DgqiIG3wIfobqnMyrwFziAGPMQdUGPopsD9Mk+ksMjg2KcM43iYmqEH51q8wM6IHymzkj9TSIeUaeKyWuNju/XBewpYGFBAfZ2CAEtM39SStUCmoi4KgVL/VXRiyB+urGNoSYNghW4jvN6926jMSnMGEcQYHObyxeJp6ULVbvei/djLL1sV5m2GjEmZTSwqyWwwnl4MdVncgJoAJwbNj9Oq1t7CZ8N7CQhWQMb3azKP4xOzCW2TOckZ68ybLmwC4OsFW5wEE4IxVag/oCUNJVx1ZcmxVvDfYSDJy3C8KoiZ4SBCwNoDijIkBT1SGsp1s0rH1i5ftUqrbQtMF3YitD6eJm0zKEVQAD5YmDOQ3wy/IYG6468F3G11dZ1j3WaQJvHnl0XQRUwo/luZlXd2/UDI389x3Ao89xW0dA9y+kHx2lBSQ79aqeGZ5yqDLAB6fA1RfXxe/gmcdDK2Sf+YmCOaQsRUWTVFkI8GiAhbxc+Tr+licFJgzkmjnnf66DC+78//lb+e8rT1aS4ZrycD9YoniOfRhcgbZDcaq/l0mlhEOiydc+HGfsQXPKPKIn206L1GZivauVmNigIWti1Fo5mW0MtTd4rACSLQHfiWMhFmcfTzUZBRIAWeJXpAsKPx78LQ3FnCCayRWcXk3yXxZgRYD27AfwSMBwEQQVDdSgStTjqxvTu3bL57z2oLge5Y+NzQrrmLjDY7deDEGJ5Y2SL1Ee5ok4R/ErlcClgKJJpqLSKqyk06dYIDBazHh51CYA0NH6Q+6xuX7Zlnn7EFcMvoXnIEWgyU1XzD1LMkBh1n6eN1ih07LA/5Pmm9qFTElGkvDRGs6ZelLiZpKijFvPznqe7lIXFENmuwQaY2PDyhwJhkYrjXcmoPKCxeBRQCQr7J5UxwOivJsUFJzwzZVaVhzdUz1rl43hbI0mPaUOHnI6teDkzC84qZyVJwcB1dBtDDsK6zxmA9pMQpyp4Ct8aD/9JBUNiX2efTwEYZ1LAc1lomSRTZvQf1gDHiuspJ3VqdrlVg2OeZTgjU+Xd2/4h/eCARJ0rV4oLzNGeDgVWTxG7fumndlrrwZB2wMvAOtlS1fNvQbbKCW9Ii5t3LjHsW+GNRJ/oX/trfZMAaTsc2Zs0M8M0XGFNIzzKcRMao7fR5MpxpQZlrliIwFMFHAuXukaUyW50LTlphQqNQLhKoI/o+VkrxJoiTKX10YjME7SK6kRF0MpCeD8oHafgpGqUe5UbhTw7TMrgqkEvmHJVggDvzO1vwhYUbWJoyKmVTeGDM1uI33wNl7MJs2LfeJx9ZfT7ihi3D+pNprTossdhVHgjUjNM/Ml9+H0FmZS/RrSHJDqceAhathVViAsRXhuV8J2YWWjx8PwyNIONczgvtTssmGJ0VBnywZuakaHX95gDLEeiAWwVO5jgbCb5Q+keZFgztWJjEtTT7cD4c8+fRiEHAws/Bhpm44SkjOy57logzG/cldeJ78PCRlXMw4Lk+tb0kIC6IZXBA5Gst2vYiL7LkSJpm1YZtXHrMqqttQ8GPEWIsaQpse+2BPMuK58Qs5RSIfvrvxSDW7qwyGPdOjvRz7rag7ylkW85Ti5+NvZUHYPeL8knd1O9yAhTl4tmwEP18YZ2VKtZotq3R7irTD/pAlj16leQa0GJWhL3PpglUHmlqtz791NpwD8ZB4kTerAoIAm1eEWdUh4dkVgHAe/Ya9zowuxICFh4wS4fgd5TkAc7uEFnRWnlZquanGBceJrBA3Ex8x423/JPpx9wkDum6b8oYtgk8CRQYhiTXeLFk9M0vX66wuNGakX2zbiTBZw8wHvaZixFgjzTfHQiCpxNWIgL69FteXjFsw10L/JoCIykutGIZSx6aXwcHdgA/cI97uI1SIgSv8tnUHty+Za3RwDqVqZUwaMLHmmWeVrw/Pg3Yy3MFcsdeMka7yqygPyC7kqmfglXQI/h16vkkgYnSiYeGH0649/E9WMzwOEOjAEx0Gw3tYHfXZv1+Fgbg1MnNwNmBjj/AALDZpOau0gBwrY6v0nsvNeip7jwreLMPJyQH4mtSMIimErgTngl5c3AkJSUBgRcgfF4OsQjHekArHJN9qlXnE2ZbSwB2kEpzfrcTUyV5B8iOVvq83LF6d5XlIGgvrDriioIO4JhiBKfAtRQ88oCVZWGFpo3ChV4I19VqrXC9wE+LzZxTvlgRfLM2V1AJCvYyRQ5X1iVlieqTlKkUwGfMaRkC2EHxgFtu2yrNjkPNHszcazDel+WqC6pzCocrLOZTayRmN298bDWwQHBgF/BrQfn5Bf+oAJ49tYy3JaJv8WdKf/Hrfzsl/oFTU7EjO32j+6TDBSAzPLplXYtfCGbYKAmHXkozFBYYGSCpR5HhMVp8wmfYUWB72blU0XVBIPPriLHjWP/EoNxShhvLQXqecGneWdSJx9Qq60DEaVQra5Almc2ufdLIMtAlcnM4aij5+p7GulZLGbdeV7PYHCvLmMRojyP4IRUHvwuTlhf2zf/r/7NbH71vn3vssr383AVrVGCD7ORIN0pDeZCBnoExxSBOnjyiWkQmFl01EVA9kwJOhWdEcbF4XSFvCJYz5koqu4TjqQIPSYMcy1VwKu0PrX+EEVuHpEGwBHSr3GITKex/a42K1Vt1q9fFa5I1FCNvfk0oDUlqFUCv73FvdY8sbLK4PAj30RODzKNNJOc8kKMjI0sUleUcPccHlRMy1ftxGkCsDWb0gB8wkqpuk8aGPfb0UzaGgyqAf98P8Wdkt6HIKILw+Jx4dhF0uMkchy0SJzX1WtdSb3X5PbCGJt2Hpbo6dRme72sjcMp43UKykp2l8TMq71SZkI7gjZpiScw9gGCGLjmzYkwiyrlUuB6dOcv8rGxjenmHfAPzRG/d+JgxhJSXEKcHa3+JWeBlYpaJxvNVJafMFaRY4adqMhbmOvyrX//PU4GvhY0QRDEH1LWIYYWhzRB1KIBdpOmwBUFwE3fGQUo/k0N4qm5KcDF0omYpqHdacOfBlQLjOlt4GC7JCdOK1HIvzXGiuBaaDobkINJrD4QaSZb/5sPiy5UoN1F7Qc3kAAAgAElEQVRp506qxL1Em1BGUsyttIKVpXkm5qx7vA7T+ODm4euVsu3c3bPf/sffsDtv3bbqYmpXVqr2iz/7qj1+7byl5Wl2zZ5nOmGw0KGBKJiLXA8zpshk6TY7dwpQ4HIRdI8syzs9ZHV7U0T4XT5YJLJeCbDz3xEQsEBHEP0OoQOc2QRTdxwnEx1D4Du/Hw0X1XNedurawM/hgePPAO9J7h/WSARmd9tgx7ygGWVWze6yYAR5TuUlWgR4YFjUjALLgpdXTTgofkFIjPfM9HTQq2UOD1VqJjG5+8IzL1lzpWv9EloGkuzA31x++mH855QG1amKpRmpWE6mwBKD7hKQCj4sAkmsq+i88ecLWkj8rEoZXTs+HzeuH5D6e+57lr2+L1MmDa5mkDUQKhvlanGdGZRC6yZVMIFHsg/uwUSibHX4gxPI+YlxqHnVVV7MbNA/4f0Ah0pzHrRxwoU01lMGfXjlE7tr+RpV8eBZCkJQw4ef/V/5G/9FyhPbOTrxoSKVj9NTGdUym5ULD6XjeGqTKcavy69ZAa6IHzjpy91M43TISisvBbCIRUnAMEvdTALeDB4Q+7mBn1vf6MQIaxiRV9Up1G3AqeF3LQtYnDmXOaEqOwImFpSJbBE67YKnf8iNgtvjUorMRpri8LCv0cYFlnfn3o797je+Z3du3bN078AqNrN2OrDnHjtjv/wLP2vr2+2MoOvtnHzxRyMC2CEdHrV4MzKpL8ysQ8gMS505blAECn14L3vF9qfLq08fzk4z/oyAe9qMxMkYuCLb5AmpCdPRWJ5cYL1zQbsjAw0HR7agqBl4mTSBhN25wbwjGel++KmzvHSrGT9oguqCn+GwXfdm06IH5kUfFl4nNj7nZruLJxQOKMUhx2FTw1v6kV2o0SOrIkp9KioF1zbPWvPSJVYPU3C7SmWOSEMnD+serHFNfHxYcKoD0A98B4pxP0GajIMlNqYqBAW57M/if8c3Fv58VDaVbfTCuPkIipTazFJrNVb57OXMkK/P/KVzt89MbJ1x5qI4j73kh7xbUIXh5dLBycDt9IfYK9nFe+DFwYvEpkjC9c+fZ4DKCrvdVa7no8P9gBCt9Od/4z9jhsVAxdbmcms1WMPY1GoPu47JAVQY5GNcOhwAeMr7AYtXiVIDH50WNggursCOh8VWc8hvGIDogSu8yuU1+h5hHAg4qS9EjQuT+Bk3gWzlzCvJ031/OmyZBwDuRmuQChF5czcK2dsoQyQZET9bSLFUShZ5UF5iFFwqdGdLtre3b9/63dds7+Z9mwxG1hydcMpxI51Zpz61l55/yn7+F7/ESdl6j1Bc5lIlZI8SlkpbyFf2KofGfiFe9uw4go4OG5WJOKmon+S8QCkEYtNE+acTWSTU/GwPDZzAaZEjU+GcHhwnyLwgq1mMs7FNtgjWsw433TNN7QVJNXy8okzNshOOrVd2UHWMJz99UXrnljmZAiPGo5O+IqW/qCya0CzlhJo4/MxYV9EQKAPzEueqfeairW+ftRO8B2kuyMrweefWWd+WkHgssi9B6xDi0j8t3/4RhJQRRSNKNtEqIh4dejKcL4DmHxWhTgW08NHKmlxhZAl8qt4mRgc8OmgX3HeFVkSQNaNSCX0rD6NTQVNL349Bx1CX8CXXH+prHpALnyXPRB++Z9l1+X3Cc2y3VxhzMPeQEBCe3a/+xt9iwCJ4FxT6TDtU4E5EByObGQdiosZgkQm80IIR+9rBXq9F0RrX6eg2Nf6QJajVDYxNEa1UZFb4Nqm4HXh3LySAq5EVR0obbhOB7+Vpb37H+LYuoIYNcI0nd26AFw+d30bfLndaLLTKCY14QA1sj+1sDj5Q2TmZLez1771uNz++Y6P798wmY2vMRhoSa3OrLKbWbtbt1R9/2r7ylZ+EC062mNVhdHa/by7Zz+Se9Xy4CGQkfSqYRZmV2Y14uo6gD0NAlUygWQC30mIskgRFdvQsmhnk8q6JzcZc2TNosurZlcSQ0zEZ8Jh6LIJiYapx9lLqYsITC8x2Mry9IxhuDfgzszKifbHKQT4nVxWwMR2nufskiVKgpgG9vKBU4MGke6sONDIrGUOmZXQEa9bePG/d7W0rYShoxak58RltYe3VLf587/hYBo9cyMoW1SJ4NL+oGGyxH2L9F7MrLcf4fHlpGaz34vcGDlasIGIdFINGlgg4KRRlIbznKR3zdZMRX4sBiRixcMfI5IOjF1COrJb0Ol7wFV5huUNarNSC3Z51Uf3ZZQG+WLn4k8bnrTc7xJYnMINEDMHP/eJf/5scVc8N73IIYXQOtnkw44sHaS1a4f5v00lOnQdPh1lB+OSEYjsrD4QNhTUN36mQHmY33DlcvDmU1IhbwgcMX3nKMkD28xKwML2a5Z1zqbiRcZ3u4cMx5aUygxULSoImOUcHWaKnIVnaylK1UHPHBggxuAKrn7xJiaXgOz98007u7Fnp+NASjMdK4dCwoD1L3O8vf/kF+4Vf+DlLEnkXBbYWHU2UNwL4tRkzwalvqJDfcCH5xo/yKrLmVqtjDZAsHXwFDqn0XwuPpTYzCklp9DXnrHkppmevtYlGQfgnTSfynEcJCMkNmOtwZOCwjLkOqcwSO/A3NgKEe3FRo3FDfALsDq0xWqEQ8lT3OcB5rQXF0rCKiUBKOYhz8ehkwU6l45rMvDUAFVNO4QYwbmxZd33DumfP0juLjrmFbBprEs+0ubJGKAwYnvBDbFZfIxk2tGzDElDHUtnnhy++lnW2C9s952HlXyweoIVvfeg/I/OOTI3ZXeqOraWKTw1Xd7cY3DJjPW8cMaMvZkSepfP73CBSGJouIUr95YCZg+fZolE4yZoNxaxUr1NoohSw9HqtTTrUkAOCXVXyc7/+N7KkFtCAUHmvvf3W4AXF2fGS0ctGdHuQXcH+BAJV3CgKXr3ECDJadLWYYRS0VwK185qew0AzGYA+BNaZFh8IWcq0QBgkaO9SGwZXSnfEkod1Myb/4heuZUrbDHUja8w0ZA6IVD9jLEdr/RFpezCm48Gwu7iUdQW4q833+utv2cHd+zbb3beEWcfUyoYMy8hZ0cZL7Ge+8rL9ytf+nDVqZnfvazYhOzc+xzFj30d5UdDMBcAeJTyvwPGg7GuYot1simpBLEOAfHRdAitimViYfhTnZzjDFlN5YWbw3QLgLm4Ugg887JFhIXAhi+IotjCNc00mAhkDG4IacC4fs8WNyZJQm4r3p+CflHEdCtYoMS6NXD7PuGIn43PVQCnhIA1MakLmrwpgChudasvOv/QqAfyFP8cgK0dzKJ51o9Pm2gd2F0Hl9IZTWeZ+5bGbCteaBa6lgKHMKnBXZR+eLQdATkWHAG9u7ILeUB50udc6sc3I2HggQWLW5OfHYRj4czHzEfCfz0WIQMsDjImkXpPxJiZIx99dT5nFBq5NtzAtdAD5bL0RE3ElOsPFWBOBa6lsTBN2HclOYINnbqViwMIPxQBLXCklLxFNC/5M4cdNjdckXAL0SWbRJg8QkienOl0owMI/vpj2ZicJcLCCVpE30EWUCBpowcIWBSPCaOKGzAc4Fvg37hhB3lMNC1YlHUiGJFV6JK+hS+ZBEtYbuF7/Ry8fdCpHRsnA6HIBfi2yQW8UFE+HSlKxGx/dsP2dPZv2+jZ4sGMldE8gIk7HPi49NcyAqVdr9rWfeMW+9qu/ZJU2ysiZ3fj0E5t66s6NiM4eh3S4G2uIupGtIFNhSeUk0MwzSBiTsCNxy1RGwFEi98vC1zi12V1Zc5vsnNohfUHeVg7oIEpJNVwmlMzAjA9Oo9OZPMpBCI3sKg4lBKzJBCZ+A5uPpUME5ys7ZeNA9Iigy47TV8C9GkSixfhWcqA3Dr8Q04qQyg5xuUEeUqncsOr6Obt47XGbrmDSpegzxa5bbKpICZZAcqcqZJ3J4rwtZl2+OSNyOjk3EzBzHgDmUwpFggZ0fWPTJrM5R8DHgYNoM+N75Y6pzBY9kOEesGz2e5MFIUpYfJIzn5uzyPxWZVWPZilnQXBpLFjh2iMYxfUyO+SCyL9J1lA4DKdikSxNzZHRQfZ8s+C3DOgX3nLpP8PwM38mZqV//t/9ekrGaiFQ0F0Bnz0WvnOftHi1aCh6ncrWV9me7ko+rVgeTHw0zvFhhgH8oKBoV6vZsTz3OPc7qQ+PxRkgLGxqEJxwsug84SJhiUlpjIJXq91gPY5NTZ1bwVQQXSdQEPgZYOUSAl2nViigunDbF7MeQkhiVMLiQWUZl5ejmIb87rvvWdob2nQ0tPH+A0sHCFgwpwOvRPMUq2nNuq2u/Wtf+2n76ld/0srloU0oLJ/bJ5/e5YkSWRb5am6PEwGo+ByC1BcdswDEubhcFjWba/IyHSFYrmlTw92C5Mxazaq0BZJBIPzahS16NytNmUHhN0rpaDEHlQS3GPMEpRnNTjjhRoVSNU011gvmfsim5ekeo79yTA1PNwsUjjFSsRpNAd8YRYsfCWrVgOGsAWaMom+Uqh1LKg3rbl+29UsXaZ09rTo73Jsk3JyF7bJc5uQbkZsvKwXzbl/8aHTJ+Iy8dC2W8lpL+kds/3anQ3/33QcPHBoTlqjxYO5enl2Xd12zvEdUsyxzEcAmKQ06lIXZjKAdZZWOH9gR8IJrxX3kQTC88YpxIcebxbvELzR0MFiZncgIqNHEK1QrsZbwZ27ep3xoKas6Fb1YzTgkwdL3q//2f7AU7siKRarsJLLAEBCgoiPBG+rERDGPlVryIXkwk4pfF0ceDVJGD4CC2f1hQxfmLHOe1Pg5knakQ1Q0ROcszzQcfSETuVi24Ov1Zss6Kxi7Lj8q8UvEOyY5FBIQlkcTZl6RfQSsS6epTFqSu1oGi1isifwk1eUlNp/M7ZOPPrGjg0Or07plYsPDB5YO+94ZlaMmPlJlUbMzG2fsL/0bX7OXfuw5m9sJW+j0gF+Y7e0f2GAwckBWwZHk1mzmoxPsnA7A5+K+3HJ9UGASf2hs08nQJhO4KwzZPYShHkp3YGQA5OFOUSvXeQgNBvheZElojYuiQM0fp0ynVvWVqgRHoqlqvWWNVtNqzYbVmk2r1RvsyGEtgBQJwTItb4c9dhUhS+IaWqRa8FWNyQovd7iMqkSTLxoOi6mPu2fn0yeJx6zLEDwro3Ovf35Pw8ow46uv2cbZs7Z2+QpLQEBZmurkQTlO/jxp01rGxvPnXdxHmXEgTRrzhsCjWvXxcxEAM7Ipm1OptVotq1Wb1u/3Ra6NjMRPjJz7X7wCBaTia6sa0TaMa9LajA9ZIIA6nuTf7tQTz2Qdz43uYQSTpRZM1pNRR5uicwbEEPPHQacrzK5NIS1LCIhdn55SfYriwASpOHfhK7/279FxVLfd5TcFfCZuioiWenMy4HFawxUAtiEE7ZV5kccC8S2yClCncJIHXcAn1bCL6ACvZDS6qCKniFybIg6AScOu1QPvBv8o/yuxynljOO6+YfVui6pxXMOgP7Q01UnLrAIcLuIC2thjeqCjfILK3FnS3mrkwvSRQ7w3TuDUA5A5IbIiYHkHO3t2tL9LI0DwrdAeHp8ccgQWNiha4jG4ozIv2QvPPm//1q/9ol24cM5mcE/A9QBvYwt9asP+2MbZiHr3AgtCZZQC7BQq82C55yApxc8IyHQJ7RNbmgxPWHYgcIxPEJQAfnOUIF1J4ZrADqhzylhaZMBqTqcgAxqLmqx4+eOHMwczLuJRvplw+yDbQqmHrM51kBlhmOtF0iA2C2IxM8HD4hElQqRZ0Vag+aw25R4L+UyM/hJpFDCA+FWQ26RJy9KkYpdefMVWNzasn858HN3yMR6qisBwYpPEoZplIlxjWmv8jFmJuBw8suB0ynOfazTLzvQzuP7uyoYdHx1Jm+cBCxyu08EuEgD3uD6Vi+hyitrJCDbhYScXU4Wp4mdiZsmvL4/ciiEU+pfoRTl3y58xZ0VyqhJeW91nxoFC4GFGVUiLiuYV8SEYlAoZWdH91E8P5S5f/Bf/TXq6Ay/hBD981Td38YXDXjdnJuecHAQrvIY2j4zYJPdR9wQFVhFvWapz3Yk26mVF9nyseWQ7vKehH8wsgdUNUQYCbEv+3/UOhpdW7PBooA6TD1dgwEJZCXEopyqLGS5QEA9cE1kyUXShCXEaW4PvD7tRacnee+ddinkBJmMxVcH4Thc2OD606ckRHTZREpLcCFPCat1e+fzL9mt/8WdsDWZ5GD5BV06oBuSCgLJwzICKTFVEuowr4085ynMNnBCJFweJtIVwV/AhEHRTVTZJ4ii4XyzPoS+rWb83sPnxxA4Pj2wIJjvkN7hX2XARNV1wXWB8kzzaH1pSGltCMeDMDycsHdnjcuGi5ObMQR1QmVKGJ7TbArmMBsuOg1Hxm69JENXKnKicWJ2TwJGN6cChoLwGUT2wKTd0pGpBDppYD7Paml1/8llrX7tGqGIRkq9CVyrLMjLDv4Ie0PWWTFKKzRjWMQ/Fi6UOXDHYFEue07wtfJbNjW3b29/TRKGMB1mQo3xG4FvKek5dThYwPMNRnIqDZFmfpx/1vf/wx9K/FvAyfp441H3YrspS8fj4GQpZXDE4RlCKGPAZb6f18whCbenzv/wvs1GLk4ltYThZYkNT7yeWeYbVRCYWUp0Mv3Ivf4qh0U1xhAlYk5+u1Flx4+WXqIzOJRr4bzpMFs3CNJmEG5XHfT5CLF4FU17k0gAmd4U+47UWpD2JHfb6IgCmwpsgGwh75ZAiFG8YOy20MkFLOCdw5hgBbJY17xB/9ocDu3fjNt0N5sOBzSYDyRNoJb2gV9Ckd0y3A/wdwQpkis3Vjv3KL/85++pXXpCSnjbDcxvDAx28Js+0YBGDbJVz8TISpm90QLB+byMVZ9DCz7rTggIFJDVh7eFzIN2wTc/Wn++8rNmIqNbIkUptAfUCg5eMEbVGE3kh9SY2OjmwKTpQkyOVfBx6ITsbLWqmIspG0exw1n2I6TPdImknSj9oRYMfBPmzVrLuGsz6BFQLX0S2JmyHTg3hguuHJikq8L4fzu1oXrVXvvRT1nnqmtYwglKoIXyTRh9sKagUHUQdiyou3OLmLa6frHwqbO7s32Hr42W0DuRQIJSt0WjTAx/PP1cZ5GB1Ud6mvahy9vR7F3G3wH2WqhSuoYcjbf6aD+nQiptVmHGRWY91iwYLvPZLWD9OkM26hPrxeEe8d4iZi3El/juLB4UOsbrGbtKI9aeA5RwYV79DxR0gZAhT2aXg8E/xdUhdCH2Wd9JioRZvHDOmicpDEjUjyHu7IVQbmgyMzokoCOp2+GQTgIcsDTzhxWLlwFQNZggcK9ORoaa2ko1prYJyg0ckT+kqBNc+lkhRfEFSJYJZDcxnclj0GSHHoPRjAY6hTONIrktK9uD+jg0GfQ1MGI8sJT4E0uTUaiyRTZYsmIrMNj8yLGUfF8+s27/0q1+zV199xk9UpdAoB+fQZSI7okmeaCNTltA4fd35gp47rvny8VgSjMpShp7qWPx82E7pcD6byiYl+HJsjZWPAAjLkIXNx+7NPYoUX7s2yKVk3UNZMJ7aHP7rE+AvKDF9ijM6r2jz439eagS2EicxylaZCOai+0xs3IA3ed0qdeCp+TATFjy+8TPTvRhR5xsDr49y+vbNB7Y7nFtSa9rak4/b5etX7dITV2zrzBnrrq5Ys9EiVgulhjJV/KnOJvYb7Xi48ZTZqmwKJUixQ5c7ZobZYhxwkZngFrP77qLurGvqPvSxX0gCzmRRQZT1bLUghlesFYjjCqWl8jTGxFHBwYZNmZl6EFhVEmZG3tnnPJ01RmA+nQ0V93cEE123Nnc8GzEOCuVnuLcE3l0Y7FIso3Wr88CK98fBTtfa5//sr/AozE8NB8Zolif+jsolJ8fxockzS9hV5t2RdRDJl3AEUOedZA68UYWhiCq9vJcI8N4dJmOhKFjq1NXNd/wgAllm1qdSjgAujeDKmvIyF8OZ2FRSsnXM0Gu1XD1TsqmXOVm6j4U6TQk8z8Ya5YRhDog+SHYx7Reg8a1Pb5J5y6RvDlAbVr8YHa8pvigHienNJzYf9ulhroBllJ1cPr9if/5f+CX7/Oeey44gEie9HOY0YIjNY1YhRx65CwOHDXgLv2BBEyUbFis6gpPRgAxhDLsQ4iYMgk2HsKL2+8iFBiKbbKe8Q6w5GXIxRWm3oJOpDeZ0bKggy1nMXXIlorDMAt2HOzpUHhD5dRf2EmvzEWTMNrDxUPrBsbJWsbTukhoOZw2ukJcc6HIyA5YPFksQ3+joQO/uHNont+/Zbm9i46RGTeCiiinGmMaEISQdjpjfOnvWrl67ZFeunrWNM2tWa8CaJlc9MIg55tNudbguwCHjXvDuq0NYpzIdBbYM68qrMK47ymQw8QjTeQKK8GZMNP8iU+Yz8y44/lvX4yZ6slKIVq46qBm+XvD9spK12i1ST9g4cwC7WKYp9PkvBrJC+uYHo6qPfA5jfHsxM82CTCGLy5sMOeaX0yjUsApcLV5TcjRlmAi4tWqDU9CHaGA9+dM/nyIQSORb6H556onihg4J7snEL3uWVSIZT1SCOOFj/LqsVwrEUAcphSn5pkPJiKwJwSoGaRLvccV+wRZDgmLn4mj0JYdeYrAmiIHwxxb3qmwYC9Xpdq3WavE7R1MFUG7qMSbUgOApHgw/D90g9DAARqOzhYCF7AqBsNasMFjt3t2xw8NDq7Fbhzp9Tn0gOEjpbGSGzUTdmAuPAaQPj5mBQY6DzwXPoGvnV+1rv/Rz9rnPPU88ST75pcwXPRskQVqGvNpZ3rk4mR0ZUzYQKTbN7Wj/A/thCJQ1KgtZHxczGe5YAAmvXwM1YgHmC4cTVCjRAR4p0ByZL4wAEZiTY3m6VxDgfGwYFZl+f8NNQI2c3LcrWucKyt4CjzWCYAJ3hYrcaEkb4fgyvQZL3rn0iqzsyGRHhq2sjwekla3XG9j33v7ATkYTm5SbNk+qtIkxHzLCEWEYNMFMGq4V2AxVq7Trdub8WfvKl79gW1tr1mx4SUvZTMmgFkhnmOIyZJNHWNucDHnSagh9KIDIIjs2YQ5WFyu4KMHwJ6f9uFvI6TIvq6c8E0nd656Mh/hmB7ofKgezshH4X4P3TnrICII+9FdRUW9VyGoeFYiKQW65IHXaB9zDCpOKiq8Rrx9x4fTP5wFQTANPaAnRoPJpturspJYe/8pPs0vouZwPbRAAx7SxJD/0eHNmPO7rDR+s8IYi0B6q/+Bv+esGpoWHzIdDHkiAm2FYX1C2FwgxKKGC0SvcAsZqYLGXrVxv0US/1W5bd6XLDEvGdJrr1p8tbMSZeAKNAWS7XFIZI8mNmoMYd4hkSHbXlNV0V7vW6Tbt+PjIbn5wgwz6Rh3kU5ntLWaYAIPBDljEcvaE77mY2gtbjE9sOh5YMsViSa2Szu3KmY790p/9GXvh5edtdWXNMSYf8gFgG+xxHzUeE3mD9BlZmJ6pDox4fuwyTiY2Go9sNIZ/1cRSziZESa5zlJmulxfVWpmUkjz1FyEuZiiQo0n1gX7jlK7MhCElSJj53xgOuwyoRHbCktRtnovlUoajUH6VyFkB2RR9sFHESqcnyV6OiXH9BO2k8LkRQHb2T+yDD2/YwQJZVWIjBjv3/OLmRSDBgVbjRHD5xwOTbHAYiRoyZo1Gxda7FWsB5KdjbZUmg3AkQWaJYFFvVG1tfdU2N1esvbHODmRntcOGAC2mI1+hO2VRqqJlllcz3pQqwEriXykfzgNEERD/bFfTzwooYIvj2qn5ZVMjDxeny71HYUtLr+uGjNmaKWRnAahnz78QlR6F+2XYFWQ/he9ViY4FrvuHZwTaDCkRV3/8KwxYsitWih1McILwDkJHx483vNiidHBVAtyYqScjvyAuRk2vRaHFgc0dzg9MU6NT6bPNooSJlJjpYalqnXbXOhtbdub8ORukGLwJaRBcT5UxIDMAIVRt8orLR4TvaJCCUlvxR8SGD0NCQmezBQcDDAdTRvWLV87b0f/f2tc1yXEd2WV/VfXnfID4BgWCJEiJFCFSFKklRUmUJa12V1aYDw7b4Yd9dsTGvjjCEQ771Q/+j37yWhJJiQQGmOnu6q6u7nKcczKrbvcMAO3GTgQC5GCmu7rq3ryZJ0+e8+zM/vjHP9gW+tVQD81kJMkanZ1GLGSZRSKIge9E3JjMQQDppfU2c+lC7Sq7fZzZpx99YD/55Wd27ZVXuHHidKOuGDuYClwA3hEQ1XlNTFYJiehBNAJtlLdWh3GxuGDnsV7PSfiUkak0hVCaxfuhEYDnRBWMdOPgPm2lUslg6ZZLJCp6Fxg4FtcCMUJ83nbMCsC8TknN3QVZkAcWHZSche5kT6p7djQ4vwHXQjWyzxmiYSGfSr4RwXcdQljWX371tf2fPz62VVXbvI8WOy5JiqGqbvB7cniuYUePA48zhSgr3WWHs6JRHAGjky4VPSgwVJ3Ya2nwGc71sFZHiTm1/nBkx9eO7LW37tmDN+/a6bVj3RbHYiWt67SBRjlU9y02axMs8O9etkfHTc9GWdwhvpNmR2nZFj83HI7EZXNLtzRgNXEi6erF9/bKxqApJGsk1c5KM6YXXZ9iQWi77zcAIk6gUdbEfFKjBjY+mqqZ9/Anv0AzXyevi5o1fmkE1QV8MwDEDKHLzITtlG5SOzwr6VyfrRIApoDEzSVBMKbOzv0C+MoFaBjUrLy8GzGVnU1OLB/CyXZi/UGHmxAHOkYX1ii53PxivdSD7PFUVRNhQ3Y6sAe1++NGYoPKMVmdDc5CYv5sMLBhltuXX4JtvrZr10/tlVun9uXv/8nOnjy2rItOIzJOPR5uGGQxlUiVEk9DIHbhM853Scmzszhj0OhaZafZzt5+/b796m9/aq+/8dAGowmzVpSpIVbGOT0PPtA2CppIZFipkF+6WDiYzI5jyRmyulxKSYEzfChLJVrIbiJ1q+LgcA35Bu1CpSzJG943EsxDc18AACAASURBVILxuXTaU2/LWdYsDw8OsmYeMV3gyagXnYH9j5bIllrxCFihvCG8RkEEzysaDWJh1zyY/t8fvrLff3Nm59a3su7YurFXk44Z96E7jrMjqtyN2Rbdj8i/C0HAMEYQBomhc7j14DDWwLNSkxSDyYCPQcUW5FdkdX0S6e305MgevHHHHr71po3H6CrDySYzBA80eALjZRA7kNjC9WhC6zA7a2ERVUBEtmQsElynww5dp0M1VkAPF2Fdn3Ck2owqgnV76PC5433SuVk2W70R0NAO4tF4MPKDIg1cCqoJtcITHY32JIYVHsxVhQXnyyzPMRfZs85rP/y4Fqqvh8sfBJ0hHGdCHzqRXW1SNidQNjNK/IBKaSMzikyJbHW+LiycYEcsRj1kbaezY2JOo8kxO39zuAZv1VK3TRhLaiIT10k1hn6P2kzramsrbM4Coy9qFCgYivuFtakMQaqYk/GoIUjic8znCy5IjKjgNS/Ozm21LCwf9uzk2qlhrOXZ2WNiQj3wjfzUdPxfyLQ/DXbJAACzMydmP81Gd5VlzHI21tttLLfCbl47tl9+/r699+gRSwomKs7+lnpoKBggcOmwoM4+VV8VfBvOWgyiOliKzayAJI138s04lC7XHNwL0CfYcfPyPqRENCrjdBMPNsySfLEBq+EzxTHHo86sJwiunQCIn00liZOoKszGcRPPGJqmTgup6HA70COT0oTZxfmF/dNXZ/ZkvrC59awAoVmKa34Qst7cI0g2Y0Pc5q2nJaABrtnkvRCgmgTND11/Yb0D175wVJrx9ocKkDEnyCZTxUMQktFwkcYaQ6d6MpzYnWs37O6rd+3hwzdtdl2NIEgRqnvb8tsPmfYMAo6368D3aY1YgxEUnETKgzjPuLZKiC6yrPbAe4nfdSiVozeKcVvmqgnelWZgDU9RIT09Qz0rVIDlBEPMGSc/FZCTglf7DxzcJ9fSvRbvf/AjLwldp9w5MY10ijviOJWHD0RSyLqAwCbU8o6WCCKj7L5pOZT1OHV9fHJis2vH7Fr0RyAvdjj0C72eZ8/ObfFM7XzYa6slr1IFgDqCEUDDYlUYzFXx8PH+GGdhEOu77k8ldjSGizHojGwuHfqtKoDRG4NteuNN52A+4+1uR4vvO/fu2Xg8tGdPn9r54295Pf2BwHS11lWSsKBkoEEL10tObqrwFtQ9AZMcxNJeCcC6sKzXsXfvT+xv/vY3dvPudevlE9nJ78D8FgtfoHmL9UXWFUGrncBvTzhmt6FW6sqTnO+kExJIvcCwRJYNzXd8ZuB/uMccj4Jd/Ka0vo9pcBMiSNJqS6atJMGiIYNTL+ZOuRXCnEDrITqaXIhNUPPS1jtWLDFpkw68ApCBOmKx7EmpcXLoplzZ779+Yl//6Vv7djtgpo0CXDB+eAF4X7QBpi/zi5RtRQam0pErjvNBrUxwbJ0of9IihocypXwF5OOLz86VE0JMUkYkoNQA6B9I72wHhrgchm7duWs//PCRvfHwlo1mfcEltUbbxH1Sp5730IMlqoTFcuFMf/27ZIvcDMYPLQU1HfotFKMMFRBLOwoU1bbunQ/PBcOIVxLk/nQcTietjE5JEG/EQHU97HgmoqCEBzwJSqOaSOouoxQP3iEGPI9gI3Ree/8DhuwYXSFHqQmQojBENwl/x0UrPilFZc+ukxPkPHnlug3HYzu5ecMmr1y3fg7Dy54yho5Zsd4wSK2XhUZ4SmQC+KN5NWRVApq1+a3a2TAf2oBzYmE8gRIh3HHAl1pYsShtfrGQpK7jZJxzxOJxQwPedC87wkqbn87nofBAnzw5Y2by9ncfsmR6evbECneNybrSspKPoADT0H0iVhFdMWZaYH8nWubItDaldTaFdeGYs63s3nBjP/zokb37wZs2O75OLARcIKwBZJhyT26nBvh56GKkPyKGtoENtQUAaB7CjRGAuGZcDkm7GAsnzdDiYOQh5HiLFpQP0oInhhKyaiVNagbUrRm4WAhiHrgkEeT8JB/PCkOPCPSpDj0hgYMyRVQb7wr7BMV6XdnX3zyx//vtM5Z/806fhw6h+MNF7pv9ShyGHpyHWYCXWFfIwhykC83/8rWd69TtOYfP7zGfj7+FZKk1ZC4mvsodTWAwR+UBN5vN7NadY7t//669+carxFBHI3lo8r75QwrMku/hBi+KY/vu1JG18CkelooNvSGUB/xjhbItr0shPUpwBA4SXhsZmbbE08ywHKSVbe3jU3vB6eBaGgA/yfj0eQ/1u8w6J/ceNK8cqeIaHCMccw6ORr2MiyUWCaQIQWA0tdnJsb364IHdunWbg5ys4+EEst3Zsqpshdm4WlpMK3QqSjcAdUG/EPLDBVbzglnUjvQAusL5/GDfs6K1qAergp0wbBbo9wGTEZgLukFrpAr7p1DvZEPB28gAszkKU23lH4h5KChObrdUHcCp+eqrt4hjPX2CgHXB5ZV3kWUhE8GDk+gecSmUz1wV6qZRESGskYCrOfOdWcqmtO5G6qOz6twePLhtn3zyPbv76gPLAI6i9e4PXZLFSsnJXvcApiyXD6INXP6+JEB6JzaCKpYeMwTfQKHGysDnw8SgBSjDEEAXiyhd9AxwbDIKtO9VW0rKdJfQd5fNGLBCfOG+i9bQSvsEVMTSFLOMrrEWGyqkSNT6brNGHCBf//mJ/eHrb2xZd21R96xEiRM4KGcb043XABGXPksqFimMZr9sTPGa5wWq9PsiVEP4zs17fZNprMQZ2vRdFI2CDQOW1BqHE43EDyFk8T3Yfw1tiBnD6diOZxM7OZ7arZs37Ma9Ezs9BabbpycjDzM37+AzSzCiNlDv34v0eabGwMGHYjBITTUi14qMN9UpixvhQQw4GbvKId65F5iSOjZZX1cF0xfd985nX/xHImVSXOeKpYMIQXBXLsRi7HUzG02PLJ+dWj3KrDfMbLnFYLFa24bWOXR6tsoQ8LBKnGS7mjwoDCGLeC2UARtwfr6wcllatXaOzaaUQQK977z7FlgC8Qx0ZTIbDIUFsItWQo2wosIozQr2RokQjHCyQTe9w6wFWQKCFdUkoBbQh5nkiCXRar22+WLO/7527YTdtmK1sHKxZAaADOvyiS3RQc5QukZVSKHwwTvMqwWl7hMCFrCvQb2wvLe1771+ah9//KHdvn3bduhioTRkpiWcCgPWkVor85R7Dkchku4Vh8obyWR1SoXnuZyv44voDMYp1ZBK3VUnmEOsirw8Ffaq39jtXMwRn4dl7pbPHnOD6KaFryIHzL0F3rCy2TF0fXcELdwLVzwISEGbV0EO4ypffvWNnT15ZvM6tzXMILCufK0iSDQgeqzyMB45WPUKEofqtpqAiK/DYJUOcafPvXmrRJMKmQ43H0+R9s2Ji9HmKVRz1eEM+y3t6SBna3pI16rB8tydgFh+Ws8mk9yOjnK7duvU7ty7Y69+57bNIFGT50JkCLxdzh7bXmQ6yL5/k/YOKZ1a+9wsz9Qi6KXDykoWcs/at1L89dKP1UdjZRcH2NVjQHr+bReCo4IJhtj50Rf/2W8vAola2+UOYHhGnAnRHTcEHTuA3Beb0ooaQWhjhY/RsOu27TIY2NK7cYxh2PCFLS4KK+Zz25bKLDAeg5MG82VZLiE1RGZWzjg1GIQ0SAzjTt4M7+qhFMzyEYF3yNbidbHYg8AahgPih2kGbjAYsexb4ufhakyMQWqPUilFF6fP7O7i4tyms6mNZyMGwjk6K2tYy8PBRVIvepa6bRCsI1BNBrM7OYf7jBwZtZDxb2qvWZ90iMo6uyUsAuwo29rbb9yyv/r4fcunQxuPJvJnAWfTsxqVb0HEFGamDEZZFjGvpBOqgCM3Go1TaWwGQZ7FSLcjF22qVgbnTpspcDPODLp5KX4oRAVTJrYCcUdKsY4HN3iLZ3AByIrgpU3CsprPXO+N4BvGvPgci2Vhf/r2iT1ZbGyzM1ugvwoJHtyTCFhNR1ObVFyrqzZrkwq0MGuDb+1nIHq2bUPgBZVNkrHui8BEyaaF4gC9C93FdfJQcj03PlcfadE2Z++Pf1Npya+Hgot8HfERMfg96PZtMh5yPvX23Rt2794du/mdeyRRU/ZZD6MNygGJCwzby6QZOpv7ouDbwNLxOaJQjOeYZJIZGg9RQqoluO8pGBlxuKqH07tfncpWYddcIw1MEDI0tXXe+e1/qil6lmU2zkf2GjSDoI1U7UgbwBWzvY4Saru1NcopLN5Bxo0F1vPZN0/s7MlTWxWaYUM5kA8zFhmcO1xesFyA2zEuAqfBdpSz3UpHWu+OaeSnIrepIaeKPdi4obB8G+b8/2K5snK+5MYEQAzgHZIjIAICx8oytJwxHI30WSDlqlg65UKuwQhsI2iedzu2vLggfwka6JOTKTcrS9RiRe1NqC4L+HRXmjgJYmPSyQadtxjr0IgEb3wze1lTPlj3oyCWNagrOx1t7d3vvmGP3rtvI3Qy6auHoV8EEGSHTuD0jmAzeeCWYw2mRdxOBFFktxgTihISuBHxQY7bKBtT9oxsSEA6GhVYLltQQVwXi5souENa5pK6dpeioKjEgue1MXNS1tXA53yU6kLG+RpYZQQsZN7Plht7/OzczhalLXcYoTJbe1bILN2pFcKIFHAuZUA+L9nmEAf8JXMLuAQnCYnf5pk1mZKPxHAzh4pm+57tGI4/bwfv0wwtup0IIuSBQQvDZzmbfMKF90LtIjIZPltSdnTQaERN75+z1CSZh6kT+W5HE7t546b94L3v21sP7tlsMrR64A7cLCHjvgWBu72Pcb+ae+AHir6/H0jae6sw28IlceMi4LWBK143Plv8vw779msv6OPbDot1/v3/+N81NjiA8Khjz5+hS4SukDqHZIlTF1qLv5ivaGOFtE9MawCMAsTx83hQlMtdLmxdLM1WFwxAyCa6WUaFxRpg4gCsZJo6NeRJljogSq4L4kMsVJ1cB5Ifuob4G+Ay9KK2RcmAhsFquqXgZMGIDsdnwD/JyZNBZnF+fm6rNRQVlC1Q/x1Bc6AMoZjjehfkWo1mGOtBK3hjm0IlIbqTWrMNl1mt6JDQQcACjyiwpYYKogcRncQOh/QkRgXQnlSHTmmzcW6f/ei+3bl727LJQJr1vL/O4Acfq+HDRXaF+5NmCdEY8UXjRFgNCerUwuAxOn3GWUWUyKA7qMTEM1YDpnXGRtBBhimFUAXtkG3mwvMxkOhPNc7FfEOBsHFahlKrAqquCfee0wXlhjSTs6K2eVGy/FvXZhsP0mz4OPis13P+lwcSkZyTEHXJ3OSA8MTWYASe52Vm7aZrN21SUDe/FgCh7k90RRm0QgSQaijCrihwSBxr75IPMovD7M9hdy+v8LrQmtNQvcx98T3k3iFPPc6nduPGDXvjnbfs/fffs9OTIZVIQG8A/1AKGK7K4s8Dzx77RhxF6d0FthUXLPxP2RsbUeE3EIPiwVN0WMJzPd0bnTpNZp+EqSYj08u3XobI4okJ/vof/5fUPsgcRhknATkoFSzOF7YpNFsH0wBsRvCYpuOJLKmdKIkhYkigiHlcc7ZuDaWDYmGb1dJ6GygZAE/ZUZc9Q0YzVJlW+6iN9J5EKAXWVFGuxYeKWQNjDEyZUw0uF62lhIPgbuLBIZhxIw2HNkCgGoz4N7KrYrEioA6xPD7oPoiiANslB4xMarVcsp2PRTQ7nQk/Au+pXHFTjfspkW9/8QdwynMounIuq8ySyMdUWktynHgyI623KxvUJYPu3ZPKHjx41e7ePbXp8YyZKgKWDguXg2k0w7RxYvuAaCAGuIxs1fFzbhC6fNWGnLUdVBhUb4quwNm4yopl4exyfW65HbtrUZQl9PZT2dK8b1oKOr2FPD4e+mqhE+dLTBfI3G+wOXVdF0Vl88XSHi92Vu5EVygl4R7okDpHQf70Uz89jRtCMrt0bXnR4jP7OlMK4geR7XIMab7TvtflEZkIaHyvJJC1x5u6t4f6c3QpSojUEdwjp0k14cX/aqNc6J6z8eMuQeH+Q8GArvwA6g7ksDO7dv2afefOTXvt/qv27jsPuKe4Bx1Ux15puG+NckQSUjzYiB3gmGACrgtrU9CMz0GqBRZDCDtGXpxgfbGOmYH72zVmKhQBVaOv8+Hf/8/66dO5nZ0tCHKWm7UN+ijbhqydUSPjIkArAFMXfBKxxIF9+CgFsKoCm12uKPhTwnyhXDKD6FYrLnxQDnoAzUFk60O+VvZL0NOBUiiGmHEjADIjA1gjq1tdsHRhNuesWI6/sLTRxmtOfI5ZgLc1tNFobL18KmNM8HSqyi4uLui+gQwgG3RsOBkyOAWjnBwksMO3O7t24zrflzQLlkZbG/egeR5a7jolghoQG4LBCdRl/HOCOQUeEeM7kW0xG6lK6+xQdu7suF/a0SyzN1+/bvfv37HBAOMkbhJK5yCUt3qi7cJOjul99VxZWzkug3sbFl2SoqlshywVmSyleHRfkdSCZFgisEUGRXeaMNN1dYaYqPfyRMRdScoAe4wSK65Vc57hfQgMSyztNfDQYmWLFRj6lS12fSpprOqu8Cqff2PM3yMltsDtYUl4mbUQ92h/l+j3vMwL3s9LAlYKCr/gR5uRKX7+JCaGEKN6y+owXvXVloT7NIHI4PA7fAWnRpDKSpFCfcZww+a/147V9nMbAD/udG06yOzk+pH96CeP7PW3HthwlFPoUOWmjzLtdfqoaNcEzPQ+NPfRPyvvaZi6skRufzOY+STJcjZUz4ZY3p5bdrJ2Sf2orfP6X//XGjImoDBkaJd2QQ5c2mI+ZxkAwTt07kARgPkolDZD9oVSJtXa1usLki0ls7KlAcMOPnubwlD+dGrpkyN4WDZm+74DoqR3PqSCmdPMEh8MtxulCqbjt8U5A4ckW/yDcQwoXGPEhoYNOwB2YnHjYwbWmrwQUDuB0YQk8pqfcZADyO+QmrAu5sImaVuFzK2049NTPhjcG/CncA39bsUMTjIFOkQZAN0qiVlWopbqOKVKAt8nyDiQVfGh+c+C6mDbNcvfoW0s69V265WR3bo5tZs3r7EzhM4lT2ZXGQg9bMnYiqzJ64gxCg4T4AraMonLg9lUjHgIcBewLqVYKrGuMeiMKQOw6zeUOMatVzD2rdXUMsBNBPBz82Duzjeg5h/FFePfnieFIYIwwpIKGatyZ0VZ23qztaKGTfzOSj+UPfbrRN8Di3Ux6QYmneDK6s413A+ygRaXcd5YQ/84zLqeVzIqDxIWcznrjutLUjQFGP/DfCR96ZBUar55kIbE573qYzqHLIIHomRkXQHXqNzX1XBoHQ2zvGfTk6l993vftU8/+8hm0wmk+RrMCsRVKawkgTXB9xwniYWx13ltR/R0/yP7BMapQjOeYXsIhyZ9vG7EG9JxHn3x3+sS9AB4xlFXfGPlas4FOMrg46eNAq0iqJJiWW6B1TQjHJWti6dWUnFyax1kaauCKgHQigJWw5EWgrQD6wyG1gfNIMcojE/D08lmYB2fF8Klh+77bjW3xfzCOggM7ETxjN7LMPRQgFupHMRAKkpBGGrJy1DzSsTHPKLD7n5TLq1YLa2DrIpF844GDSgNr9+5ZdkwJ7YHUisyjm6NhgL5vCq3KF2iTRmyGsL81PFKZwzY2nXtL9IbvJuCWUTagHmjoWdgmJsdjft27QgmET178NpNAvHIXvC5kOkGbhAaSWkZEZuj7bIIYwiDUmRSKr9dIJGnvE446VZp/hK3mZlYCZE+NEJaAB+fn+CwbzapqWIcSeUfpHaAUdELkZ1KSWpzRISZK4LU2jYVnH0rW28xG4rJhZ2ttyB2asApzarSjLIZ+HYGffOZEz35NOuKbCXNZK763t6/u/zNpewHlJPEIzINemnme5j1ta/TYlyHP5OWk8rh9780EOSZRzLjp/XrgUhRsmFsKKDrdzAfyUrH+XZyaQekpg7r0bXr9v1337Ff/PJndjTBnhdVhUx55+pFw2dfnSEUUqPPiWeHho6LgTYKDG32pyDfNiqIdSYxf+/5ETLqWeed3/23mqUP2OcblYRWrRvdpGAoK21DCQe7b3VYYHSA4LRdLWzrgWpXFJrb25bWo+okNioUQ8NuHgYCufWHE4nrcQAVYHlOdUiWmh28tlQHYOAAE4UdcLC1TDqRbcWHwc9T24llJbIqgI+Y7QJpFAqhMpdAZUwiJgDkfsfW27UV86e2BO8KPC7SIICDI0BtbDSZ2ng6sS3a/Fuj7nm3Kvx9XevLLcqU1QjVYfbNOjyQB4HKTXnIkM++vtTyPONCcAeehE4qEqNh32w67tpoOLDrp+CFndpoPLRxP2MXVqM0+4JqwHI1fiFHFmIYySwogc5GslrbQS7PSrexYPbkaip9T6x0leDwIWRjIZ27I1tDHUF2Q3cISMhKXVMrrOEgGw1yLp9tTSLxcg2S8ZbMdYxmS35L2Yq6Yz5Cc4mE2GZXzaZOMpVLmcvBxo9mQQTctKOn01C/wGcbb5BmQvxem3EcHhjPC1Yp3hbZBxpW8RUYkGKOvt8E1oMk79J7hLifKwbj331QxV+jDWhBeBUvDstTs5RoWGEvQGzg3s2b9vbDh/bow/fs+GhiXVs1ChjE/XiNytrjwA7aD7NiV0ZRSZogeU3pfZnJ/pz02Oc2e9Z5/df/UHNR0gwRvKmlGYiNDDRo5YsJ3sUcFLIgRDmoHHBSt2L5t1leWLUqOIe2Wy1tV0H7CeA1ZEE8ZXcr8OBGIVujEUE/s3owpD0Xx3gYkcW6xoNCsFoszpkNIRPBOEinDLnZLgmsMJ5AR40Pl9eMziDmCGGg6ZpInh0gk0D5s9osbfn0MaVgcrjxOG9lu9KgMLqNkLBZ7SpbzmEWujGDbAw7ZGEIsT/yQIcXXnfrYahB1gZ04mZuF7e4WxABxL0E3oeARd2sbseG/dryQd+OjsyunR7bdDSwcZbbyezY+oNoUihoqcwTwJ0S/lCKCuQ14nGaf2w3Q4OjxLxXzPt5kOFmabqeIslSvhnPIYJIBCvSJUSglZoEl7TGjJC97lDyVbba1XaxhOBgZeta4zUA16W/j8wqJtn2p/iDwpDGnmZTNztetItDAudevDocv0nTmLSbcBDkmre4wlWK+WVC/TgMOGlAiv9uM2B5FSgG+HC5d+aaTM5/iTy5veyuXYNtbqNAQhwpyk9fg7pfkbtFBPSMTRctaz46pOfcj6Pxqf3gB+/Y57/42KZTwCzAJxOowd+rDTbpDXXFhSQot4edOo3qMtO+W0YwDfQTktTtg+i8+av/wrQANAH50i1th9ERbHzM7hEfgt23ZqGQDWGBsfxDCQnpkuU5KQxgrHfWIGZqeJOz812A7a6V7cOi5F4RjwHyn1knQzdPpaKkZ8QERlBEFrecn9umuLAa4Dcxla3KPxDnhiNmUVtkZtwYwmdAdB3mqMWBiSnI4nMiYK1XhV08e2zV8pwYGwTkMJiNRb44e8ruJD43xo52Awwk96i7Va+h8V5xcJlYnt8faZMLS5PYoc8wentbqa5nNDG64TLBMSSdBiyUXshOcf+hDjob1XZ8NLXjWW7j4ZCkwCkVANAEibLOh001xdc84dhEoVjKDDMhm3JKwQ8H/Syy12hCe4eQCSHKRB/IpXwPZiMx9+kzn/j87txMXI0D1u5TWaOLXDGTAlx6scaYlir8VS3bOOqx+nXhengeNnhVOHE7rTAJOGkg4PWngSsylKQ79ZwY9C/79hXXoc+gwPPP+WoCL5P1q0F4vF5I7+iheQg/4EakDPRm8yevqYCBN3Jc+KAf0Vp0YXoEFcqEWddsdmSffPKB/fznn1k+1J2O0KferbI0uTHpi2u/AeL1PR9k85/wQ9afPRKZCOTNPLF/bpaXr33+9ySOhoMJO0fOOgapER0vcpYIuCNrkY4QT86qoOrBenFuFYwggVtVhSRwkS1QDFASstzI/EBuxeSDZSwxBzDgHFOCI0o4NAFQwoGwusJrFwvbseuok50E0tGQXC5EZZpNOBCP9ifmGgfoPHZAgwAgr+wQAevJn/9kxdPH1qk3pDa8cu8Gb3QBasPTZ2TQw0J9NJva6OSEZQoNKfAH2VcXPBeX0HGvQKpWeDYV83R6YN7XctS9yUrwEF3uRYpz0IKqrIfBaFd64Pt00c2pbTzCOFLHxvmA1JLZKOffCGDK7EIwUYAulkngW1xYYbpKlD1oC62IooJES/BrFEK9JIRRLMeZHMhl0Zvwq7h8Q7HDmw/U9yLlRbI4i6rmLCmajxuM+FDTTGuPgLzjMMKtgnB62Ur0+dhQyibQPSGsm7K309LyJdlUsP7/0sCT4k+6HVfVkm2Zlwbbw/9WIGgDcPqZSQFKLuqw/N37Wf+5APpTuzKVn05R4WVdxTlDtgV7Ney1oQ36I/v+ez+w3/z1RzY7mkKVrAlMMuwQmyCaNE3wcXqLFwAKdpQnCnL15bvcaNh75slgd/+n/6FGkKh7Yidz4WKoFdwjyPpiI/Q6xJjo0Iu2us+TbTcrisPBHWa3WthmXZhVCwG8vunSja0mpgIXXkcjN7l18sx6wLXyGSkPoDdIv9qdYDD/h6C1ggONeFL5CGxwcagI0JZylqHkyQAjP5DC9ddH5jYYqpTdbOzxn7627XLOIDGdjOz01jEXNmy75k+eEmDugoE+zG16esISheD7stR4ETM8F6Bz4l50fbDEIuVll8y7VjFo2qqyShSO3T1udJBk8WE0VwkuF+4U6SSdnY2GmU1yYFo5/3ucdYlp5SS/9mk9Rrk9N0MFFYIZh3O2yGp3pxox8ZEFtkEilktsEh5griMP7Cp0srTQvDPZdBuT3w4FDx42GHbf2LLcWrEqrYSVGEjFGKL3DmC19cMSFFyWhXgSIh/zva7KYg7wHS7kNMtIS75/jezqimtog9HLw9nzwX1hny8D/9N3iM8Z+CU/eyIXfRjMU3qH9n2L/SnbuTxjGcPx8b5UmCC0ghWG/14AJQAAClRJREFULvzMPv3pj+1nP/vEskzEUn0pYKGcDLrPHo4Vh1KCy4kepWet5kALA8RIV/r9zr2ffFEDrE5nm5BZFSzxNNwM7hHHYZAlsVUtvBglIQMW/P9QCkKSd7eQjrfzcPBmPA14Z3BByrB2Xelq96F1hWAF0H040VR7huCCzAmYB7Sr1rZBqbqGzPCWmtogvLGzBUVRUg+ULVCVh7OmXZaNGH7uj05op44ydL1c2Nnjb62zWVuewcTy1OpuSYmai/NntiswN6gLxvUNJyPrDXNunN16a8VybvW2ZCOBpS5pDgqa4gtCYzSt4dNT1kHG0GDzgOJWC6IGwDSCIOaWQR/QH6Z04HU4yfsMVhglGgPPGuXsIg76IM0OVMJTeVIKrujsgBAaJSnGbQiE+wworzUMQHzRBB5GjJKcKZV+IQvcBGN3cY7Fpr/1+aTbtbPVurRVWVkBDS2UlHR5VjYFpVgFL2kgycS3LaOCIa6sVV/xrykYfSlYHcaPvwCTOvyVSwHkRa8RLPZkM748hO1jn/o88ecg+Kag+8ELpwB+mt3Fpo8SuQlyB9gb8c0DwB97invWxQ+jPJTSBJRQAOMM7PrNG/bb3/7G3nh4t1HWkNqvMjK8bKyt9LIv42+CJFLttXZm1n1IvcHD373949/VsLIiJtQfqN6ssDGXdHuJBQEaQND9mdEAgyk3NNLckcbgUitbzOr5RLbPotLxlx01fGjYKSENgN1U37pQZ2BgyazOUBbmDFh0OEFfAvpZcIBh91IdtEEvNoZoGHRN2bhoHtUdgJl1rTuCCaewMUjUYg8iYD17+owGLeNxbkMwyXulnT1+bKuLCwYJnBB86MB7kOJOJ7zOaitpG3QsOxVKQ/FYYhOn5EAtoIRV3XB1WrWD2ORaMwKz++yOgU8g9Qt0Z4e9Haf2x5nUKkajoWW5yLzTIQwTMqpOIGCB7R/peMgqB46FwBPdHOwPKZt659DLRuFOCg/xexyC9maBsjaXQ3HcQhtDdAZ2EkEEXdfMqgqMEwUm5eYgYPhAeI+BTerL7qycdN2SDCvKOp15l0uqFwWINONIT/Ln/c5f8jOXYqJOqqQE3A9If+n1pT+XgtrP//19nOxSqZxmmh7x+TMJhyu9p837NJSIlrvWuKf31OWHxPSnn/7YPv83n9p4BNHF1iJNJSHEECT6qADazgpGxnTVQSFZYQfHmh9oJYA6tz76TQ2AGqVYt5/LcxC6VQhE6CoRhBVPQ+41UlSkxC6kd8s1NZ4MvnwolYhh4eKkzR2RmhdJ3g4yko7V3RHdk6mqAF4RRmSyIzHeod4Id2IoYGKcBFSJTQVLCYLQGGnB+9OKHWx4aFK5PRhHXyhI2LPedMbu42A0Y0CGocPi2VN2sEBunCB7In63sm+//spqjBHRcDWzPga0ISi42Vk+mbATyYwPXVBocW3XNEYI0iAdh90KTUEsYYvGjffNGYeAHmTo36vMgjIpsSFidfIyRMDC5877XRtmaDkPbTzOKL07GQ1sMoSaZd9ydl0ldIiOIbC0ZsgZwDaG0zGJEB5znrtIusZLPW8gaFTKWf1eVkZzgcHJx42wtmRTFtw5WKWVdr4CXrVhJiXdAamCspHCA08YG+muDUjdZhkBwO8dAknZgPdLg0uc3C8KOPFv8TgubXD/h+eVaHvff0GZePg++4FoX7LlpRmiUoZLIP5V195mas8JcVdcMzPyRCYn/U0qX3Ndi7qABIIS5JQ3v27vPXrHfv13P7fTUyiuYFZYr0XuJkfsPIlonLQTOWeHLw5LRu7fpCzUuGLCeL/9/s9q8aLGykLA+YOBAxY2TQrUho/uqPeUHCAFL2fF4WArsYkROFZqVYKD5XNFUv2QwBkkbPgAqNAI4iWQeVETdkO066F3NbIuiZ8oWaRNTlkUBsKddSqMk4CTtaLzMEqcrvv+EdT24c16PCXW1R9NmQVBsgTBGCknGfw5OiCYIDq3s2/+bD1IGHc6Nhzmlk1mvOHQ8cJymUzG4mQBa8F7rxYKKq6DT/jQ3YfaBpEA8ATz5XqIlvve5nInXzwABiw6YcOea2eTzCgFA8hukkGFom/5oGfTydhG6BYOejbMMxvCc6+vri5wRwQEukjjcPHSDjhfpOrxt8BNDYDj2TdyME1W6JiVD8YQn3A5GQQW4WEyqSjKLe/zaif3bfyh/ig6hVhbnCFs+VVJoacuYRLcda8cdjnohB0GgZdmPQen9mFge1GQedl7vSiDuiqwMov12b3nBc2rPk9T9u3NHe1nWWlQTQNYWjJeFbBVBrbZq5oobsiaDFuHUqoNbtjb33to//aLv7F7dzAVsnXox5MF+DcGoZovhWNL3clWdyxhiTq9QdmVD4zH9cQBid++8ejDGjIsg2xqkHllx81ND+gUC54QT0I/+T3WE+ugxRXGcQqroQvFMRwxoiWtFlrMjNUKWORxIYIpgwJDvSkJ85nmCkcT62SZuGG7ioPJcB/uhSVSCWVSlKBr25UQwxP2o7PIdbZRc49mlk/G1huPObYDJ5lypc/BzkcP3LONleff2uLi3LrVWtgUiHPHMoYADrODHx/A7zFoBANbbSBrs+AsHFxw2oFWqV8F4B2nZ2qbps++vzG5WThDFUPSiAJbBmbc/6y7tSlUKPu1jTxgjfpdBixkVzmGvakXjhEnDLtGZ1xkWZSCtLpn4BcDneVYQ7dQx0YUBQyTywigYdH7noiTLwBVHw7QdASZ6xtbFiAhb6kyy4DpWRVb1L7RmFk1xMOWz8P7EC4tCcWB99HxlxQdPNx4adCJrOF5gejwZ9PAclWweF7Wlf5s+jOH//2ioJaWuXGPm0AW8Sj54FcFH52EaSZ2heSOZ1hxnyN5SzOsFNO6KlAHv2vbG9t4NrVPfv65/eoXf2UjHP5e9pFEjJyE+l1Se2kySTxfz/DjnnN/eMdS0k1OT2JF50HTq5fO9Xc+qmHdzSykI4oAVQsw1Y9xkSgJYxKcC1BDz9sKncQSk7JmW8jPlGYdDMy6uqaPBDBV9AUnWVj2HtV1gMImtK6BvWRHkojJxxyxAUi+wsgQjUWh1qkN3fEha3TsOihJyQkr/DjGr0EDq2f1cGzjo5nVo5Ht6i6Jk7APFDu+z6CATHJ78cRW6BpW0NaSbHI2npHnVKKsYjvfbJBDcws8NNi1C+gH0TMeRpS/6YNuSHLedNjbfMnoR+OZ6Hwt0utdhmbYqbkgZkPwy5BNDWwCmR5kVfmAAStnFxcNDcR/mTmAJ0aiJ5ohuGerta0LPKcty7QNQflW+gXXxs4mGe4pxUELipkhsyOlPVI+hbqHphKQjV4UMhFZddARlOqpAlvL2wlnG64D93ugVrjfuDh3mb1ekVkdBq2rspSrSsO0bFQxL0zsZSXcy4JNSwzWiwZORGxvj6F/9Su9MMtKg4z/+nN/vgn2BzI7zWRImo3580j1//1+xD1P701wt5pg2ZfBzMnNO/a7f/dre/jwgcGGI55Z3Ovg9Ok26H70EYS8s5lSY9puZ5t5CTaQ0zte/f8DqGQk9oI0tgkAAAAASUVORK5CYII=";
        String imageType = "BASE64";

        // 人脸检测
        JSONObject res = client.detect(image, imageType, options);

        return res;

    }*/

    // 人脸搜索
    public JSONObject search(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();
        options.put("max_face_num", "3");
        options.put("match_threshold", "70");
        options.put("quality_control", "NORMAL");
        options.put("liveness_control", "LOW");
       // options.put("user_id", "100"); // 当需要对特定用户进行比对时，指定user_id进行比对。即人脸认证功能
        options.put("max_user_num", "3");

        String image = "https://pic.rmb.bdstatic.com/43eba5e44f3606e02d50289a2c2de8d5.jpeg@wm_2,t_55m+5a625Y+3L+WxseacrOWYtOWUh+WtkA==,fc_ffffff,ff_U2ltSGVp,sz_8,x_5,y_5";
        String imageType = "URL";
        String groupIdList = "1";

        // 人脸搜索
        JSONObject res = client.search(image, imageType, groupIdList, options);

        return res;
    }

    // 注册人脸
    public JSONObject addInfo(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();
        options.put("user_info", "user's info");
        options.put("quality_control", "NORMAL");
        options.put("liveness_control", "LOW");
        options.put("action_type", "REPLACE");

        String image = "https://pic.rmb.bdstatic.com/43eba5e44f3606e02d50289a2c2de8d5.jpeg@wm_2,t_55m+5a625Y+3L+WxseacrOWYtOWUh+WtkA==,fc_ffffff,ff_U2ltSGVp,sz_8,x_5,y_5";
        String imageType = "URL";
        String groupId = "1";
        String userId = String.valueOf(new SecureRandom().nextInt(100000));

        // 人脸注册
        JSONObject res = client.addUser(image, imageType, groupId, userId, options);

        return res;
    }

    public JSONObject addInfo(AipFace client, String image) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();
        options.put("user_info", "user's info");
        options.put("quality_control", "NORMAL");
        options.put("liveness_control", "NONE");
        options.put("action_type", "REPLACE");

        String imageType = "BASE64";
        String groupId = "1";
        String userId = String.valueOf(new SecureRandom().nextInt(100000));

        // 人脸注册
        JSONObject res = client.addUser(image, imageType, groupId, userId, options);

        return res;
    }

    // 人脸更新
    public JSONObject updateInfo(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();
        options.put("user_info", "user's info");
        options.put("quality_control", "NORMAL");
        options.put("liveness_control", "LOW");
        options.put("action_type", "REPLACE");

        String image = "https://pic.rmb.bdstatic.com/43eba5e44f3606e02d50289a2c2de8d5.jpeg@wm_2,t_55m+5a625Y+3L+WxseacrOWYtOWUh+WtkA==,fc_ffffff,ff_U2ltSGVp,sz_8,x_5,y_5";
        String imageType = "URL";
        String groupId = "1";
        String userId = "100";

        // 人脸更新
        JSONObject res = client.updateUser(image, imageType, groupId, userId, options);

        return res;
    }

    // 获取人脸库中某个用户的信息
    public JSONObject selectOne(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();

        String userId = "100";
        String groupId = "1";

        // 用户信息查询
        JSONObject res = client.getUser(userId, groupId, options);

        return res;
    }

    // 用于获取一个用户的全部人脸列表
    public JSONObject selectList(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();

        String userId = "100";
        String groupId = "1";

        // 获取用户人脸列表
        JSONObject res = client.faceGetlist(userId, groupId, options);
        return res;
    }

    // 人脸删除
    public JSONObject deleteInfo(AipFace client) {
        // 传入可选参数调用接口
        HashMap<String, String> options = new HashMap<String, String>();

        String userId = "100";
        String groupId = "1";
        String faceToken = "face_token_23123";

        // 人脸删除
        JSONObject res = client.faceDelete(userId, groupId, faceToken, options);
        return res;
    }
}
